New CV WF 092419 - Wake Forest Baptist Medical …...Curriculum Vitae NAME Edward (Eddie) Haksing...

Biosketch (Summary)

Name: Edward (Eddie) Haksing Ip, PhD

Position: Professor, Department of Biostatistics and Data Science, Wake Forest School of Medicine (WFSM), North Carolina, USA.

Trained at Stanford University as a statistician (Ph.D.) and psychometrician (A.M.) I have conducted research in both the areas of statistics and psychometrics for >20 years. My research focus include latent variable models, specifically item response theory, and longitudinal data analysis, specifically hidden Markov model. I have published 190 peer-reviewed journal articles, both in methodology journals such as the Journal of American Statistical Association, Statistics in Medicine, Psychometrika, Psychological Methods, and in substantive journals such as the New England Journal of Medicine, JAMA, American Journal of Public Health, Pediatrics, and Academic Medicine.

Since I joined WFSM I received continuous funding from the National Science Foundation; R01, U01, R21, and SBIR funding from the National Institutes of Health; and method grant funding from the Institute of Educational Sciences, all as principal investigator (PI).

I had the honor to be University Fellow (2002-2007) at the Catholic University of Leuven, Belgium, and visited multiple times Professor Paul de Boeck’s lab in psychology. At WFSM, I had the honor to receive both the mid-career and senior research awards from the Division of Public Health Sciences as well as the Established Investigator Award in Basic Science from the School of Medicine.

I actively participate in professional services. Besides serving as reviewers for grants from NSF, NIH, and international agencies and for manuscripts from scientific journals, I am currently Editor of the journal Psychometrika for its Application Overviews and Case Studies section. I have also served as Associate Editor of the Journal of Educational and Behavioral Statistics, and Quality of Life Research. Currently I also serve on several mentoring committees for junior faculty at WFSM.

Here is a sample of my representative publications:

Methodology manuscripts

Ip, E.H. (2002). Locally dependent latent trait model and the Dutch identity revisited. Psychometrika, 67, 367-386.

Ip, E.H. (2010). Empirically indistinguishable multidimensional IRT and locally dependent unidimensional item response models. British Journal of Mathematical and Statistical Psychology, 63, 395-415. PMID19840494

Ip, E.H., Zhang, Q., Rejeski, J., Harris, T., Kritchevsky, S. (2013). Partially ordered mixed hidden Markov model for the disablement process of older adults. Journal of the American Statistical Association, 108, 370-384. PMC3777389

Pan, J., Ip, E.H., Dube, L. (2017). An Alternative to Post-Hoc Model Modification in Confirmatory Factor Analysis: The Bayesian Lasso. Psychological Methods, 22, 687-704. PMC5745070

Collaborative manuscripts

Rejeski, W. J., Ip, E.H., Bertoni, A., Bray, G.A., Evans, G., Gregg, E. W., Zhang, Q. and the Look AHEAD Research Group. (2012). Lifestyle Change and Mobility in Aging Obese Adults with Type 2 Diabetes. New England Journal of Medicine, 366, 1209-1217. PMC3339039

Ip EH, Marshall S, Crandall SJ, Vitolins M, Davis S, Miller D, Kronner D, Vaden K, Spangler J. (2013). Measuring medical student attitudes and beliefs regarding obese patients. Academic Medicine, 88, 282-289. PMC3826984

Ip, E.H., Saldana, S., Arcury, T.A., Grzywacz, J.G., Trejo, G., Quandt, S. (2015). Profiles of food insecurity for US farmworker families and factors related to dynamic of change. American Journal of Public Health. 105, e42-e47. PMC4566520

Avis, N.E., Marshall, S.A., Levine, B., Ip, E.H. (2017). Longitudinal examination of symptom profiles among breast cancer survivors. Journal of Pain Management, 53, 703–710. PMC5373990

Marshall, S. A., Henry, T. R., Spivey, L. A., Rhodes, S. D., Prinstein, M. J., and Ip, E. H. (2019). Social context of sexual minority adolescents and relationship to alcohol use. Journal of Adolescent Health. 64(5):615-621. PMID: 30786969

Edward Ip Curriculum Vitae

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WAKE FOREST SCHOOL OF MEDICINE

Curriculum Vitae NAME Edward (Eddie) Haksing Ip, Ph.D. ADDRESS Department of Biostatistical Sciences Wake Forest School of Medicine Medical Center Boulevard Winston-Salem, NC 27157 (336) 716-9833 [email protected] EDUCATION 1984 Chinese University of Hong Kong Hong Kong Dip. Ed., Mathematics 1988 University of Hong Kong Hong Kong Postgrad. Cert. (with distinction), Software Engineering 1991 Stanford University Stanford, California A.M., Education 1995 Statistics Stanford University Stanford, California Ph.D. Research Advisor: Ingram Olkin, Ph.D. Thesis: Stochastic Expectation-Maximization (EM): Theory and Method EMPLOYMENT Academic Appointments University of Southern California, Marshall School of Business 1996 – 2003 Assistant Professor, Information & Operations Management Wake Forest School of Medicine 2003 – 2009 Associate Professor, Department of Biostatistical Sciences and

Department of Social Sciences & Health Policy (Joint appointment), Division of Public Health Sciences

2004 – Present Co-leader, Biostatistics Core, Pepper Older Americans Independence Center

2009 – Present Professor, Department of Biostatistics and Data Science and Department of Social Sciences & Health Policy (Joint appointment), Division of Public Health Sciences


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2016 – Present Professor, Translational Science Institute Professional Experience 1987 – 1989 Committee Member, Mathematics Panel, Hong Kong Examination

Authority Oversaw public exam taken by approximately 200,000 students each year. Designed and edited exam items in algebra, calculus, and analysis. Created scoring rubric, and reviewed assessment results from statistical and psychometric analyses.

1990 Supervisor of Student Teachers, Stanford Teachers Education Program

(STEP), School of Education, Stanford University Supervised, advised and evaluated a group of 4 master STEP students

during their practicum, which would fulfill their requirement for obtaining the California teacher's license.

1991 – 1993 Graduate Teaching Assistant, Stanford University

Assisted teaching classes in statistics, education, and MA/MBA program. Courses included elementary statistics, multivariate statistics, and meta-analysis. Held weekly tutorial and discussion sessions for Ph.D. students.

1992 Research Associate, Cognitive Science & Instruction, Educational

Testing Service, Emeryville, California Conducted psychometric research on observational data collected from the California Teachers Assessment, a project funded by the state of California. Project director: Dr. John Frederickson.

1993 Fellow, Educational Testing Service

Conducted research on differential information loss in psychometric models for the National Assessment of Educational Progress, a Congress-mandated national survey.

1994 – 1996 Associate Research Scientist, Large-Scale Assessment Group, Statistics

and Psychometric Division, Educational Testing Service, Princeton, New Jersey

Conducted psychometric research on issues arising from large-scale surveys, communicated results to federal officials, researchers and policy makers.

1994 Research associate, Scientific Computing Division, Sandia National

Laboratories, Livermore, California Conducted research on stochastic maximization that is related to the EM algorithm

ADMINISTRATIVE SERVICE Institutional Service 2004 – 2010 Dean’s Research Advisory Committee (RAC), member 2006 – 2012 Intramural Research Support Committee (IRSC), review panel member

(2006-2008)


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IRSC review panel II, vice chair (2008-2010) Chair (2010-2012)

2007 – 2009 Translational Science Institute (TSI) Evaluation Committee, member 2007 – 2016 Data Safety Monitoring Board (DSMB) for the Comprehensive Cancer

Center Wake Forest Health Sciences, member Chair (2009-2016) 2009 – 2012 Associate Chair of Research and Faculty Development, Department of

Biostatistical Sciences 2016 – Expert panelist, Research Studio, CTSI (regularly review grant

proposals) Ad hoc Committees 2005 – 2008 Employer Satisfaction Survey, commissioned by the then CEO Dr.

Richard Dean, consultant 2005 Performance evaluation based on expected mortality rate at WFUMC as

part of executive compensation plan, commissioned by Dr. Peter Hoffmann, VP for Clinical Operation, WFUHS, consultant

2005 Controller Office survey of faculty and staff, consultant Departmental Service 2005 Panel on strategic planning, member 2005 – 2006 Faculty retreat strategic planning committee, member 2007 – 2011 Clinical & Population Translational Science (CPTS) Graduate Program

Executive Committee, member 2007 Survey methodologist faculty search committee, member 2007 Research Information System Unit Strategic Planning Committee,

member 2007 – 2010 Biostatistics Education Committee*, member 2008 WFUSM PHS Research Computing Unit unix system transition team,

member 2008 Thesis Committee (Master in Public Health) for Sylvia Holcombe 2009 Research Committee, DBS, chair 2010 Search Committee for computational informatics faculty, TSI Wake Forest University Track 7 (Bioinformatics) curriculum committee 2013 Mock study section, member. Grant writing course, CPTS program 2013 Big data study group, DBS, member


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EXTRAMURAL APPOINTMENTS AND SERVICE Funding Agency Reviewer NSF: Division of Information & Intelligent System, National Science Foundation (Member, 2003)

NSF: Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic

Sciences (Member, 2004) NIH: Special Emphasis Panel (Item Response Theory and Patient Reported Outcome in Clinical

Oncology Practice) of the National Cancer Institute (NCI) (Ad hoc member, 2005) NSF: Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic

Sciences (Member, 2006)

NIH: Special Emphasis Panel (Item Response Theory and Patient Reported Outcome in Clinical Oncology Practice) of the NCI (2 times Ad hoc member, 2006)

NIH: Study Section on Biostatistical Methods and Research Designs (Ad hoc member, 2007)

NSF: Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic

Sciences (Member, 2008) NIH: Special Emphasis Panel (Health of the Population) (Chair, 2008)

NIH: Joint panel for Behavioral Genetics and Epidemiology, and Biostatistical Design and Research Methods (Ad hoc member, 2009)

NSF: Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences (2 times member, 2009)

NIH: Patient-reported Outcome Management Information System (PROMIS II) Special Emphasis Panel (Member, 2009)

NIH: Measurements and Methods for Social and Behavioral Sciences (regular member, 2009) NIH: Challenge Grant, Cognitive and Perception Study Section (Member, 2009)

NIH: Measurements and Methods for Social and Behavioral Sciences (regular member, 2010) NSF: Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences (Member, 2010) NIH: Special emphasis panel: Scientific Models to Improve Health review (Member, 2010)

NIH: Measurements and Methods for Social and Behavioral Sciences (regular member, 2011)

NIH: Reviewer, System-oriented Pediatrics Obesity Research and Training (SPORT) Center of Excellence (U54), (Member, 2011)

NIH: SBIR/STTR awards (Member, 2012) NSF: Computer Science and Engineering, Social, Behavioral, and Economic Sciences (Member, 2012) NIH: Biobehavioral Mechanisms of Emotion, Stress and Health Study Section (Member, 2012)


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NIH: Healthcare delivery and Methodology Study Section (Member, 2012) NSF: Methods, Measurement, and Statistics, NSF (Member, 2013) NIH: Risk, Prevention, and Intervention for Addictions (RPIA), (Ad hoc member, 2015) NIH: Community-Level Health Promotion (CLHP) study section (Ad hoc member, 2015)

Netherlands Organization for Scientific Research: Innovative Research Incentives Scheme Vici – Life Sciences (Member, 2015)

Duke, UNC-CH, WFSM: North Carolina CTSA pilot grant (Member, 2016)

Community-Level Health Promotion (CLHP) Study Section (Ad hoc member, 2016) NIH: Healthcare Delivery and Methodologies (HDM) Integrated Review Group, (Member, 2016)

NIH: SBIR/STTR Health Informatics (Ad hoc member, 2016) Duke, UNC-CH, WFSM: North Carolina CTSA pilot grant (Member, 2016) NSF: Methods, Measurement, and Statistics (Member, 2017)

NIH: Neurological, Aging, and Musculoskeletal Epidemiology (NAME) study section (Ad hoc member, 2017) NIH: Measurements and Methods for Social and Behavioral Sciences (Ad hoc reviewer 2018) Hong Kong Research Grant Council external grant proposal reviewer (2019) Johns Hopkins University Pepper Center pilot grant external reviewer (2019) NSF: Methods, Measurement, and Statistics (Member, 2019)

Editorial Boards 2007 - Present Associate Editor, Psychometrika (published by the Psychometric Society) 2003 - Present Associate Editor, Journal of Educational & Behavioral Statistics 2017 – Present Associate Editor, IEEE, Journal of Healthcare Informatics Research 2017 – Present Associate Editor, Quality of Life Research 2019 (Jan) - Editor, Psychometrika, Application Overview and Case Study section Journal Reviewer 1995 Psychometrika

Journal of Educational and Behavioral Statistics 1996 Journal of Educational and Behavioral Statistics 1997 Management Science


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1998 – 1999 Journal of Computational and Graphical Statistics 2000 Journal of Marketing 2001 Psychometrika Journal of Marketing 2002 Psychological Methods

Psychometrika Applied Psychological Measurement 2003 Journal of Educational and Behavioral Statistics

Psychometrika Psychological Methods Applied Psychological Measurement

2004 Applied Psychological Measurement Journal of Educational and Behavioral Statistics Psychometrika Marketing Science 2005 Journal of Educational and Behavioral Statistics Psychometrika British Journal of Mathematical and Statistical Psychology Marketing Science Value in Health Quality of Life Research Applied Psychological Measurement 2006 Journal of Educational and Behavioral Statistics (3) Quality of Life Research (2) Value in Health (2) Marketing Science American Journal of Epidemiology 2007 Respirology Journal of Educational and Behavioral Statistics (2) Psychometrika (2) Applied Psychological Measurement Marketing Science Value in Health (2) American Journal of Epidemiology 2008 Clinical Therapeutics Statistics in Medicine American Journal of Epidemiology Applied Psychological Measurement Computational Statistics and Data Analysis Psychometrika Value in Health 2009 Statistics in Medicine American Journal of Epidemiology Psychometrika Clinical Therapeutics Applied Psychological Measurement (2) Quality of Life Research


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Teaching and Learning in Medicine 2010 Quality of Life Research (3) Psychometrika Journal of Educational and Behavioral Statistics Teaching and Learning in Medicine 2011 British Journal of Mathematical & Statistical Psychology Gender Medicine Applied Psychological Measurement Journal of Educational and Behavioral Statistics Quality of Life Research Journal of the American Statistical Association 2012 Journal of the American Statistical Association Journal of Gerontology: Medical Sciences (2) Journal of Multivariate Analysis Applied Psychological Measurement Sociological Research and Method Quality of Life Research (2) Biostatistics Health Education and Behavior Family and Community Health Journal of Educational Measurement Ethnicity and Disease BMC Medical Research Methodology 2013 Psychological Methods

Journal of Multivariate Analysis (2) Statistics in Medicine

Journal of Gerontology: Medical Sciences Annals of the New York Academy of Sciences Clinical Interventions in Aging Quality of Life Research (2) Journal of Educational & Behavioral Statistics Psychometrika PLoS One 2014 Quality of Life Research Journal of Gerontology: Medical Sciences PLoS One Annals of the New York Academy of Sciences

Academic Pediatrics American Journal of Sociology

American Journal of Preventive Medicine American Journal of Public Health Journal of Educational and Behavioral Statistics 2015 Quality of Life Research (2) Psychological Methods American Journal of Epidemiology Journal of Educational and Behavioral Statistics IEEE Transactions on Computational Social Systems Journal of Aging and Health 2016 Statistics in Medicine Quality of Life Research (2)


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IEEE Transactions on Computational Social Systems Psychological Methods Childhood Obesity JAMA Applied Psychological Measurement 2017 Journal of the American Statistical Association Statistics in Medicine Psychological Methods Quality of Life Research (2) Childhood Obesity British Journal of Mathematical & Statistical Psychology Applied Psychological Measurement (2) Journal of Educational and Behavioral Statistics Pediatrics 2018 Quality of Life Research Applied Psychological Measurement Psychometrika Journal of Educational & Behavioral Statistics 2019 Journal of Educational & Behavioral Statistics Quality of Life Research Applied Psychological Measurement Multivariate Behavioral Research Journal Management Board 2003 – 2008 Member, Management Committee, Journal of Educational & Behavioral

Statistics 2016 – 2019 Member, Board of Trustees, Psychometric Society Chair, Bylaws committee, Psychometric Society

Visiting faculty appointment

2001–2003 Visiting researcher, Data Lab, Information and Computer Science, University of California, Irvine (UCI) Conducted model-based empirical research on large-scale business transaction data. Collaborators: Padhraic Smyth, associate professor, Information & Computer Science, UCI, and Igor Cadez., Ph.D. candidate, ICS, UCI.

2000-2003, 2005 Visiting Scholar (summers), Department of Psychology, Catholic

University of Leuven (KUL), Belgium Conducted psychometric research during summers in collaboration with Professor Paul De Boeck, Dean of Research and Professor of psychology, KUL.

Consultancy

2006 Tengion Inc. (Winston-Salem) 2014 – Present MedStar Diabetes Institution (Washington DC) Advisory Board 2018 -- Organization for Economic Cooperation and Development (OECD)


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Programme for the International Assessment of Adult Competencies (PIAAC) (>40 countries; US component funded by the National Center for Educational Statistics)Technical Advisory Committee member

PROFESSIONAL MEMBERSHIPS AND SERVICE Memberships 1994 – Present American Statistical Association 1995 – Present Psychometric Society Professional Services 2001 Program committee, Knowledge Discovery in Databases, August, San

Francisco, CA 2001 Reviewer, Knowledge Discovery in Databases, August, San Francisco,

CA 2001 Chair, session on data mining, Interface, Costa Mesa, CA 2001 Reviewer for IT in Japan track, Global Information Technology

Management World Conference, Dallas, TX

2002 Psychometric expert referee, National Assessment of Educational Progress grant proposal, Educational Testing Service

2002 Reviewer, Society for Industrial and Applied Mathematics (SIAM) Data

Mining Conference, San Francisco, CA 2002 Reviewer for International Conference on Information Systems (ICIS) 2002 Reviewer for Information Technology (International) track, Global

Information Technology Management World Conference, New York, June

2003 Program committee, SIAM Data Mining Conference 2004 Program Committee, Pacific-Asia Knowledge Discovery in Database

Conference 2004 Chair, session on longitudinal data analysis and missing value, Joint

Statistical Meeting, 2004, Toronto, Canada 2004 Program committee and reviewer, Pacific-Asia Knowledge Discovery in

Database Conference

2006 Program committee and reviewer, Institute of Electrical and Electronic Engineers (IEEE) International Conference on Data Mining and Workshop for Data Mining in Design and Marketing, Hong Kong

2006 Chair, session on Item Response Theory, International Meeting of the

Psychometric Society, Montreal, Canada 2009 Co-chair, Symposium on Latent variable models for complex data


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structure, International Meeting of the Psychometric Society, August, Cambridge, UK.

2009 Discussant, Bridging system sciences to longitudinal and cross-sectoral

data to set new frontiers for the multi-level study of childhood obesity and other diet- and lifestyle-related health problems. Invitation-only research workshop, McGill World Platform. November, McGill University.

2011 Member, Steering committee, COMPMOD network, National Collaborative on Childhood Obesity Research (NCCOR).

2012/3 Program Committee, International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) 2013. Washington D.C.


Psychometric Society, Arnhem, the Netherlands. 2013/4 Program committee and Area Chair in Health Sciences, International

Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) 2013. Washington D.C.


Psychometric Society, Ashville, NC, USA. 2016- Member, Board of Trustee, Psychometric Society 2016- Member, Web committee, Psychometric Society 2017 Chair, session on Differential Item Functioning, International Meeting of

the Psychometric Society, Zurich, Switzerland 2019 Chair, session on Item Response Model, International Meeting of the

Psychometric Society, Santiago, Chile HONORS AND AWARDS 1994 – 1995 Fellowship, Educational Testing Service

Awarded by ETS in support of graduate study in psychometrics and statistics.

2000 Innovative Teaching Award, Marshall School of Business, University of

Southern California One of two recipients at school level. Selected by faculty committee. Award to development of graduate and undergraduate course “Data Warehousing and Data Mining”

2002 Research Fellow, Psychometric Methods, University of Leuven, Belgium Awarded by the Research Council of the university. Fellowships awarded to active researchers in support of their collaboration with Leuven faculty for up to one cumulative year. Recipients have no teaching responsibility.

2006 Review of Research Award, American Educational Research Association

(AERA) Award presented at the 2006 AERA Annual Meeting to outstanding reviewers of journals published by AERA.


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2007 Outstanding Mid-Career Faculty Research Award, Division of Public Health Sciences, Wake Forest University School of Medicine Awarded to one faculty member at each level of new, mid-career, and senior every two years.

2011 Research Award, Japanese Society of Artificial Intelligence (joint award

with Professors Katsutoshi Yada, Kansai University, and Kohei Ichikawa, Osaka University)

2011 Travel Award for Institute for System Science and Health (ISSH,

awarded by NIH and CDC), week-long training in Agent based modeling, social network analysis, and system dynamics.

2011 Outstanding Senior Faculty Research Award, Division of Public Health

Sciences, Wake Forest University School of Medicine

2013 Terry Lyons Best Paper Award (Open Division), Social-computing, Behavioral-cultural, and Prediction (SBP) Conference 2013, Washington, DC. Awarded to one paper out of 137 submissions

2013 Team Science Research Award (the Look AHEAD study), Wake Forest School of Medicine

2014 Team Science Research Award (the Pepper Older Americans

Independence Center), Wake Forest School of Medicine 2015 Training award for Optimization of Behavioral and Biobehavioral

Interventions, NIH sponsored 5-day training workshop, Washington DC. 2016 Best Paper Award (Student Division; with Henry, Gesell). International

Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), June 2016, Maryland.

2018 Established Investigator Award, Basic Sciences. Wake Forest School of

Medicine 2019 Research Methodology and Publication Visiting Scholar. University of Hong Kong (two-week visit to help their students and faculty conduct state-of-the-art research and publish) GRANT FUNDING Currently Active Grants (as PI) SES-1424875 09/15/2014 – 08/31/2019 NSF 0.6-1.2 calendar $280,000

Analyses of overly dispersed covariance within latent structures and applications in psychological and behavioral research. The project aims to provide analytic tools for analyzing covariation of a large number of variables using a sparse covariance structure.

Role: PI R305D150051 08/01/2015 – 07/31/2019 IES 2.4 calendar $898,000

Using Projective Unidimensional Models for Measuring Multidimensional Educational Data Using a novel method of projection, the project investigates the use of unidimensional item


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response models for evaluating potentially multidimensional educational data. Role : PI (co-PI: Terry Ackerman, UNCG) W81XWH-10-1-0455 (Messier) 12/15/2015 – 12/14/2019

Department of the Army 1.20 calendar $98,472 Effects of Strength Training on Musculoskeletal Overuse Injuries in Female Runners: A Phase I/II Randomized Clinical Trial This represents a subcontract with Wake Forest University - Reynolda Campus. The goal of this project is to examine the effect of strength training in preventing overuse injuries in female runners.

Role: site PI (PI: Dr. Steve Messier, WFU) R44 AA024657-02 SBIR Phase II (Hansen, PI) 04/01/2018-03/31/2022 NIAAA 1.2 calendar $151,611(Year 1 Direct) An Integrative Approach to Control Group Creation for Prevention Research

The project builds on the findings in Phase I to develop a platform for creating virtual controls for prevention research.

Role: Academic PI Currently Active Grants (as Co-I) P30 AG21332 (Kritchevsky) 08/01/2018 – 06/30/2022 NIA 0.36 Calendar $844,634 WFSM Claude D. Pepper: Older Americans Independence Center

The major goals of this project are the developing, testing and dissemination of effective therapies for the treatment and prevention of physical disability from chronic diseases in later life.

Role: co-I T0BHP28568 (Marion) 07/01/2015 – 06/30/2020 Health Resources and Services Admin 0.6-1.0 calendar $327,881

Primary Care Training and Enhancement (Fully Integrating Behavioral Health Care into an Academic Family Medicine and an FQHC Clinic: Preparing Residents to Work Effectively in Integrated Care Teams) The goal of this proposal is to create the educational infrastructure and restructure clinical operations to support the evolution of our Department of Family and Community Medicine (DFCM) and our collaborator, Southside United Health Center (SUHC), into fully integrated PCMHs.

My role: co-I 1UL1TR001420-01 (McClain) 08/13/2019 – 03/31/2023 NIH 1.2 calendar $2,379,489 Wake Forest Clinical and Translational Science Award

This application seeks to establish a Clinical and Translational Science Award based in the Wake Forest Translational Science Institute. A Mentored Career Development Program (KL2) is also requested.

My role: co-I R01HD84606-01A1 (Gesell) 02/18/2016 – 01/31/2019 NICHD 0.6 calendar $150,315 Building Social Networks to Improve Physical Activity and Weight Loss in Latino Parents

1. Test the extent to which adult physical activity and weight loss can spread through new social relationships developed during participation in a 3-year community-based behavioral intervention. 2. Determine which types of local networks facilitate or constrain the spread of adult physical activity and weight loss. 3. Identify individuals who can start or obstruct the spread of adult physical activity and weight


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loss. My role: co-I U10 CA081851 (Lesser) 08/01/2014-07/31/2019 NCI 1.2 calendar NCI Community Oncology Research Program (NCORP) Research Base

This grant funds an array of cancer prevention and control studies for multiple Community Oncology Programs.

Role: Co-I 1R03 AG049232-01A1 (Beavers) 8/1/2016 -5/31/2019 NIH 0.36 calendar $50,000 Home environmental modifications and functional independence in older women

The aims include: characterize women in the WHI who self-report making home environmental modifications and compare them to women who have not modified their homes.

My role: co-I NSF-1612616 (Sandberg) 07/01/2016 – 06/30/2021 NSF 0.6 calendar $646,409 An Informal STEM Learning Model: Genetics, Genomics, and Adult Latino Immigrants

This project will develop and evaluate an organizational strategy to facilitate genetic and genomic learning among Latino adults who were born in Mexico or Central America, a population that limited exposure to informal STEM learning, and often limited literacy skills.

My role: co-I

R01AT009444 (Hugenschmidt, PI) 07/01/2017 – 06/30/2020 NIH/NCCIH 0.6-1.2 calendar $310,650

A randomized trial of dance on mood, balance and brain in Alzheimer’s Disease Better understanding of how dance affects the body and brain to improve quality of life in people with AD may improve the quality of palliative care services offered to people with AD by helping to understand how to better use non-pharmacologic interventions to target secondary symptoms that affect QoL. R21 AG058249-01 (Brooks, Fanning, multiple PI) 9/1/2017-8/31/2019 NIA 0.2 calendar $265,000 Mobile Intervention to Reduce Pain and Improve Health (MORPH) in Obese Older Adults The project uses phone-based apps to improve health in obese older adults. Role: Co-I U01CA233169 (Wagner, PI; Gray, Dana Faber, multiple PI) 07/01/2018-06/30/2022 NCI U01 0.6 calendar $109, 662 Analysis of ECOG-ACRIN adverse event data to optimize strategies for the longitudinal assessment of tolerability in the context of evolving cancer treatment paradigms (EVOLV) The U01 project aims to develop analytic strategies for using patient report outcomes in conjunction with CTCAE adverse event reports to better understand cancer patient tolerability.

Role: co-I

HRSA-153164(Nageswaran, PI) 06/01/2018-05/31/2021 HRSA 0.6 calendar $88,000 (Yr1 Direct)

Interagency Collaboration to Improve Home Care of Children with Medical Complexity The project develops, implements, and evaluate a model of care (ICollab) in which communication with home health nurses and primary care physician is maintained. Role: co-I R34DK119815 (Moore, PI) 08/01/2019-07/31/2022 NIDDK 0.6 calendar $104,000 (Yr1 Direct) IMPACT: Increased Monitoring of Physical Activity and Calories with Technology The project collects data from monitoring physical activities and calories in school age children


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and examines patterns in such data.

1K23HD092884-01 (Brown, PI) 07/01/2019 - 06/30/2023 NICHD K23 0 (co-mentor K) $139,994 (Year 1 Direct)

Picky eating, parental underestimation of weight, and parental concern for undereating: associations with feeding behaviors and obesity risk among children

Role: Mentor to K23

Pending Grants 1 R01 AA028262-01 (Ip, PI) 06/01/2018-05/31/2020 NIAAA 1.2 calendar $117,000 (Year 1 Direct)

Longitudinal macro-level modeling of complex social networks The project develops enabling methods to analyze complex social network data including large scale school networks for studying the role of peer socialization in adolescent risky behaviors.

Role: PI (multiple PI: de la Haye, USC; Mitch Prinstein, UNC-CH) *related previous R21 submission was scored at 40th percentile (1st submission)

GRANT12871256 (Pratt, Ohio State University, PI) 07/01/2020 – 06/30/2024 NIH 0.6 calendar $220,000 (Yr1 Direct) Determining Children’s Risk from Parental Participation in Weight Management and Weight Loss Surgery The project collects data from parent-child dyads in weight management and weight loss surgery and examines weight loss and weight-related behavioral trajectories. Role: co-I

K01 (Ballard, PI) 01/01/2020-12/31/2024 NICHD K01 0 (co-mentor K)

Youth Engagement: An Organization-Level Strategy to Prevent Opioid Misuse among Young Adults

Role: Mentor to K01 *impact score was 17 and it is in the 1st percentile K25 (Speiser, PI) 07/01/2020 – 06/30/2024 NIA K25 0 (collaborator)

Career Development Award : Development of novel machine learning methodology within the random forest framework for aging research Role: collaborator

*Pepper Coordinating Center Supplement (Kitzman, PI) 09/01/2019-08/31/2021 NIA 0.6 calendar $75,191 (Yr1Direct) Integrative data analysis (IDA) and Development of an IDA Core The proposed project aims to demonstrate the power of integrative data analysis through Integrated analysis of >20 data sets and lay ground for an integrative data analysis core within the Pepper OAIC coordinating center. Role: Director of subproject in supplement *Informally informed by NIA that supplement will be funded Past Grant History (as PI)


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1996-2002 Marshall School of Business, University of Southern California Summer research funds*. Summer Research. Role: PI *The Summer research fund is a competitive grant for which proposals are judged on a yearly basis. Each grant award is equivalent to two months salary. 1997 Research grant, Zumberge Faculty Research and Innovative Fund, Office of the Provost, USC. Title: "Modeling Dependency in Survey Response Data." Amount: 15,000. Role: PI. 1997 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B70006. Title:"Exploration and Visualization of the National Assessment of Educational Progress (NAEP) Database Using Multivariate Multiway Table." Role: PI. 1999 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B990007. Title:"Assessing the psychometric effects of item clustering around passages in the National Assessment of Educational Progress." Role: PI (co-PI: Steven Scott, USC) 2000 Undergraduate Research Award, Office of the Provost, USC. Amount: $10,000. Title: "Data Mining Research Using Active Marketing Database in Japan." Role: PI (co-PI: Daniela Golinelli, assistant professor, Computational Biology and Mathematics, USC)

2000 International Development Award, Center for International Business Education and Research (CIBEAR), Marshall School. Amount: $10,000.Title:"Data Mining Methods to Discover the Optimal Mix of Discount Pricing in Japan."

2000 Research/travel grant. Institute of Mathematics, Academia Sinica, Taipei, Taiwan. Topic: Investigating structure of multivariate dependency. 2000 Travel/Research grant (Kyoto University). Third Symposium on Data Mining in Business Applications, Kyoto, Japan. Title:" Customized Coupon Analysis: A CRM Perspective." 2001 Faculty Development Award, Chinese American Faculty Association. Amount: $2,000. Title: "Development of Web-based Tera-byte Sharing System to Support Long Distance Collaborative Research." Role: PI. 2001 Educational grant, Teradata, a division of NCR. Purpose: Support attendance of workshops on Customer Relationship Management (CRM) and Data Warehousing. 2001- 2006. University Research Fellowship and Research grant awards. University of Leuven (Katholeke Universiteit Leuven), Belgium. Title: “Collaborative research in modern psychometric methods.” *School-level research grant awarded to international active researchers for areas aligned with strategic goal; award covers travel and hotel expenses for multiple visits up to 12 month in total duration 2002 Research/travel grant*, Research Center of Socio-Network Strategy, Kansai University, Japan. Title: “Analysis of large-scale Build-To-Order (BTO) transaction and web-based interaction data from a large Japanese automobile manufacturer for customer relationship management.” 2003 International Development Award*, Center for International Business Education and Research (CIBEAR), Marshall School. Collaborative research with Professor Katsutoishi Yada, Kansai University, Japan. Topic: “Multivariate decision tree analysis for new product sustainability.” Role: PI. *Grants cover short visits to Kansai University, Japan

The following grant awards were received after I started at WFSM:


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2004 Research Grant award, Method, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, NSF. Amount: $70,000. Title:” Extending locally dependent item response models for analyzing psychological and social surveys.” Role: PI. 2005-2008 NIH Pepper Older Americans Independence Center Development Project Grant. Amount: $56,660. Title “Analysis of psychometric properties of a battery for evaluating functional disability.” Funding indirectly from NIH. Role: Project leader. 2005-2006 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B05012. Title:" Multi-Scale Visualization of National and State National Assessment of Educational Progress (NAEP) Data through Interactive Graphics.” Role: PI. 2005-2009 Research Grant, Mathematical Social and Behavioral Sciences competition, NSF. Amount: $254,584. Award number: SES-0532185. (10/01/2005 – 09/30/2009) Title: Collaborative Research: Temporal Configuration Analysis for Extracting Qualitative Information from Multi-Wave Multi-Dimensional Data. Role: PI 2005 Wake Forest University School of Medicine Venture Fund. Amount: $15,000. Title: “ Bridging grant: Temporal Configuration Analysis.” Role: PI. 2005 American Statistical Association Biometrics Section grant award for promoting biostatistics education. Amount: $5,000. Title: “Pilot testing scenario-based learning of biostatistics in K-12.” Role: PI. 2006-2008 Cross campus Venture Fund Award, Wake Forest University and Wake Forest University School of Medicine. Title “ Multi-media and dynamic assessment of functional disability.” Amount: $20,000. Role: PI (co-PI: Jack Rejeski, Health and Exercise Sciences, WFU) 2006 Women’s Health Initiative Memory Health Study (WHIMS) secondary data analysis grant, NIH grant funded through WHIMS. Title “Temporal Configuration Analysis of WHIMS and WHISCA data for early identification of indicators and trends of cognitive impairment.” Amount: $25,000. Role: PI. 2008-2010 Wake Forest University School of Medicine Intramural grant “Simulation-based assessment of functioning for instrumental activities of daily living in older adults” Amount: $20,000. Role: co-PI 2008-2010. Research Grant, Mathematical Social and Behavioral Sciences competition, NSF. Amount: $80,000 Award number: SES-0820445. Title: Collaborative Research: Temporal Configuration Analysis for Extracting Qualitative Information from Multi-Ware Multi-Dimensional Data (separate supplement). Role: PI 2007-2012 Research grant. NSF. Amount: $281,061. Award number: SES-0719354. Title: “Solving the interpretation versus misspecification dilemma in psychological, social and behavioral measurements.” Role: PI (co-PI: Geert Molenberghs) 2009-2010 Research grant Toyota Inc. ($232,960) Title:”Research of estimation of occupant injuries by utilizing Automatic Crash Notification (ACN).” My role: co-PI; PI: Shayn Martin, co-PI: Joseph Stitzel; I was co-I on continuation. 2011-2014 Research Grant, The US Army.( $76,098 /year for 3 years) Title:” Towards the reduction of knee injuries in the military (TRAILS II).” Role: site PI. 2011 Innovative Pilot Fund WFUSM Translational Science Institute, Title: “Development of a low-cost computerized simulation to screen older adults for cognitive competence to drive: the Simulation Bases Assessment of Cognitive Functioning (SIMBAC)” (Edward Ip, PI; co-PI: Stephen Rapp) 5/1/2011-4/30/2015 ($45,000)


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2009-2013. NIH/NIA, Title: “Longitudinal methods for complex interactions in elderly populations.“ (Edward Ip, PI; Co-PI: Geert Mohlenberghs) 7/1/2009-4/30/2013 ($842,709) Award # R01AG031827A. Role: PI 2016 Travel award, NIH. Title: “Optimization of Behavioral and Biobehavioral Interventions” ($2,500). Workshop.

2012-2016 NIA/OBSSR, Title: “System-subsytem modeling and methods with an application to disability in older adults.” 9/1/2012-8/30/2016 (Amount: $382,906) Award #: 1R21AG042761-01. Role: PI.

2015 Intramural innovative pilot grant, Title: “Using virtual reality system in assessing the risk of fall in older adults.” 4/1/2015-3/30/2016. (Amount: $10,000, with Matching Fund of another 10,000 from the TCI at WFU). Role: PI, co-PI: Rejeski.

2009-2016 NIH/NHLBI, Title: “Dynamic multichain graphical models (DMGM) for the analysis of childhood obesity data.” 9/18/2009-8/17/2016 ($1,793,464) Award #: 1U01HL101066-01. Role : PI.

2012-2016 NSF, Title:“ Item response models for partially ordered data.“ 9/1/2012 – 8/31/2016 ($200,000). Award #: SES-1220549. Role: PI.

2013-2015 NIDDK, Title:”The Parents and Children Together Prevent Diabetes (PACT-D) Study.” (Edward Ip, PI; co-PI: Dr. Bettina Beech, University of Mississippi Medical Center) 3/30/2013 – 9/30/2015 ($95,549/year) Award # R34DK094108-01A1. Role: PI.

2012-2017 Alzheimer Association, Title:”Validation of simulation-based assessing of cognitive functioning.” Stephen Rapp, PI; Edward Ip, Co-I (Co-PI in preceding pilot study) 12/1/2012-11/30/2016 ($362,861). Award # DNCFI-12-241602. 2016-2017 NIAAA. Title: “An Integrative Approach to Control Group Creation for Preventive Research”. Bill Hansen, PI; Edward Ip, academic PI. 8/1/2018 – 07/31/2020. $24,733/year direct. Award #1R43AA024657-01

2018 NIH Title: “Mentor Academy” McClain, PI. Training program for mentor $2,379,489. UL1TR001420 2017. Intramural CTSI and Comprehensive Cancer Center (co-fund) Methods for Analyzing Longitudinal Symptom Data. PI: Edward Ip. Direct cost: 20,000 (1yr). 1/1/2017-6/30/2017

Past Grant History (as Co-I)

NSF, Quality of Life in Adult Cancer Survivors (Carver, C. PI; Edward Ip, Co-I) 10/01/2003 – 8/31/2004 ($323,408) 10%

NIH/NIMH, Cognitive and Pharmacotherapy for Suicidal Adolescents (Daniel, Stephanie PI; Edward Ip, Co-I) 10/1/2003 – 3/31/2006 ($599,862) 10% NIMH, Randomized Controlled Trial to Prevent Child Violence (Barkin, Shari PI; Edward Ip, Co-I) 10/1/2003-5/31/2007 ($432,517) 15% US Department of Defense, BIOSTATISTICS CORE FACILITY (Naughton, Michelle PI; Edward Ip: Co-I) 10/01/2003 – 8/31/2007 ($1,032,974) 10%


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NCI, Development of a Web-Based Tobacco Cessation Curriculum (Spangler, John PI; Edward Ip: Co-I) 01/01/2004-6/30/2009 ($290,426) 6%

Emme & Erre, Padova; Pfizer, Inc. Specific Measure for Women In mature LifE MID Project (SMILE MID) (Shumaker, Sally PI; Edward Ip: Co-I) 05/01/2004 – 9/30/2004 ($15,733) 2% NIAAA, Aggression & Women in S-HT Relationship. Dougherty, Donald PI; Edward Ip: Co-I) 9/1/2004 – 6/30/2005 ($586,299) 5%

NIMH, Impulsivity Models: Behavioral Mechanisms. (Dougherty, Donald PI; Edward Ip: Co-I) 9/1/2004 – 8/31/2006 ($875,000) 5%

NCI, Tobacco Farmers and Tobacco Control II (Snow Jones, Alison PI; Edward Ip: Co-I). 3/1/2005 – 12/31/2005 ($1,431,304) 3%

Robert Wood Johnson Foundation, The Safety Check-Violence Prevention in the Context of Safety. (Barkin, Shari PI; Edward Ip, Co-I). 5/1/2005-6/30/2005 ($47,696) 5%

NIAAA, Alcohol-Related Problems Among College Students (Wolfson, Mark PI; Edward Ip Co-I) 7/1/2005 – 7/31/2006 ($1,473,630) 8%

NIH, Rapid Responses to Problem Drinking on College Campuses (Durant, Robert PI; Edward Ip Co-I) 7/1/2005-7/31/2006 ($729,437) 8%

NICHHD, Tipping the energy balance for Latino children (Cohen, Gail PI; Edward Ip, Co-I). 9/1/2005-8/31/2006 ($329,375) 5% Bristol-Meyers, Development of the “Patient Assessment Questionnaire (PAQ) for patients with schizophrenia and schizoaffective disorders receiving second generation antipsychotics (Shumaker, Sally PI; Edward Ip, Co-I) 4/1/2006-6/30/2007 ($151,027) 8% Robert Wood Johnson Foundation, National evaluation of Free to Grow: Head Start Partnerships to Promote Substance-Free Communities (Wolfson, Mark PI; Edward Ip, Co-I). 4/1/2006 – 5/31/2008 ($1,834,016) 10%

NIAAA, Study of the prevention of alcohol related problems among college students (Wolfson, Mark PI; Edward Ip, Co-I). 8/1/2006 – 9/30/2007 ($482,320) 8%

NIAAA, Rapid responses to problem drinking on college campuses (Rhodes, Scott PI; Edward Ip, Co-I) 8/1/2006 – 7/31/2009 ($317,767) 8%

NICHHD, Tipping the energy balance for Latino Children (Cohen, Gail PI; Edward Ip, Co-I). 9/1/2007-6/30/2007 ($72,014) 10%

NIDA, George Washington University, HIV/AIDS & women of color: roles of drug use, violence, and insurance in HAART use (Blanton, Lillie PI; Edward Ip, Co-I) 2/1/2007 – 6/30/2008 ($145,359) 10%

National Institute on Aging, Rural elders’ diabetes self-management: development of a common sense model inventory ELDER 2 (Quandt, Sara PI; Edward Ip, Co-I) 3/1/2007-2/28/2013 ($1,385,242) 10%

NCI, New Lifestyle Grant (Spangler, John PI; Edward Ip, Co-I) 8/1/2007-7/31/2012 ($1,613,967) 9%

NIAAA, Study to Prevent Alcohol-Related Consequences II (Babcock, Adam PI; Edward Ip, Co-I) 10/1/2007-7/31/2013 ($2,568,773) 8%


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Robert Wood Johnson Foundation, Free to Grow: Transition Grant (Wolfson, Mark PI; Edward Ip, Co-I) 6/1/2008 – 8/31/2008 ($92,021) 3%

National Institute on Aging, Claude D. Pepper: Older Americans Independence Center (Pahor, PI; Edward Ip, Co-I). 7/1/2008 – 8/31/2009 ($48,072) 10%

Bristol-Meyers, Services for psychometric analysis consultation for validation of the patient assessment questionnaire: treatment effectives for patients with schizophrenia and schizoaffective disorders (CN138-410) (Shumaker, Sally PI; Edward Ip, Co-I). 9/1/2008 – 7/31/2009 ($25,000) 5%

National Institute on Aging and Yale University, Gerontological Research, Algorithms and statistical programs (GRASP) (Allore, PI; Edward Ip, Co-I). 10/1/2008-5/31/2009 ($100,000) 10%

Duke University, Risk factors for psychosis in Chromosome 22q11 deletion (Shashi, PI; Edward Ip, Co-I) 4/1/2009-3/31/2012 ($24,215) 6%

NIH, Network analysis of care-coordination system for children with complex conditions (Nageswaren, Savithri PI; Edward Ip, Co-I) 9/1/2009 – 8/31/2011 ($275,000) 9%

NICHHD, Dietary and physical activity patterns of Latino farmworker children (Niños Sanos) (Quandt, Sara PI; Edward Ip, Co-I) 10/1/2009-8/31/2012 ($1,865,912) 5% Toyota, Research on the estimation of occupant injuries by utilizing (Stitzel, Joel PI; Edward Ip, Co-I). 3/01/2010-4/30/2011 ($193,206) 5%

Department of Defense and Wake Forest University, Towards the reduction of knee injuries in the military (TRAILS) (Messier, Steve PI; Edward Ip, Co-I) 7/1/2011 – 10/21/2012 ($164,453) 9%

Toyota, Occupant injury estimation using automatic crash notification (Stitzel, Joel PI; Edward Ip, Co-I). 10/1/2011 – 6/30/2016 ($852,885) 4%

NICHHD, Dietary and physical activity patterns of Latino farmworker children (Quandt, Sara PI; Edward Ip, Co-I) 9/1/2012-7/31/2016 ($1,865,912) 5%

American Heart Association, Using patient preferences to guide treatment decisions for critical limb ischemia (Corriere, Matthew PI; Edward Ip, Co-I) 7/1/2014-6/30/2016 ($139,994) 5%

National Institute of Nursing Research, Healthcare providers’ roles in decision-making in pediatric palliative care (Nageswaren, Savithri PI; Edward Ip, Co-I) 11/1/2014-6/30/2015 ($28,661) 5% NIA Metabolic cost of daily activities in older adults. (Todd Manini, PI; Edward Ip, co-I). 6/30/2013- 6/30/2017. 1R01AG042525-01A1($332,841) 3%

BIBLIOGRAPHY Peer-Reviewed Publications (Separated by Methodology (1-70) and Application (71-180))

Methodological journal articles

1. Ip, E.H., & Lalwani, N. (2000). A note on the geometric interpretation of the EM algorithm in estimating item characteristics and student abilities. Psychometrika, 65, 533-537.

2. Ip, E.H. (2000). Adjusting for information inflation due to local dependency in moderately large item clusters. Psychometrika, 65, 73-91.


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3. Yada, K., Ip, E.H., Katoh, N., & Hamuro, Y. (2000). The discovery of business chance from customer knowledge. Proceedings of IEEE Industrial Electronics Society Conference, Chance Discovery Management Track, October, Nagoya, Japan.

4. Ip, E.H., Yada, K., Hamuro, Y. & Katoh, N. (2000). A data mining system for managing customer relationship. Proceedings of the American Conference in Information System, Long Beach, CA.

5. Ip, E.H. (2001). Testing for local dependency in dichotomous and polytomous item response models. Psychometrika, 66, 109-132.

6. Ip, E.H. (2001). Visualizing multiple regression, Journal of Statistics Education, 9,1.

7. Cadez, I., Smyth, P., & Ip, E.H. (2001). Bayesian predictive profiles with applications to retail transaction data. Conference Proceedings of Neural Information Processing System (NIPS), Vancouver, Canada.

8. Hamuro, Y., Katoh, N., Ip, E.H., Cheung, S., & Yada, K. (2001). Discovery of interesting rules for purchase behavior concerning brand loyalty and brand switching. Proceedings of the World Congress on Mass Customization and Personalization.

9. Scott, S., & Ip, E.H. (2002). Empirical Bayes and item clustering effects in a latent variable hierarchical model: A case study from the National Assessment of Educational Progress. Journal of the American Statistical Association, 97, 409-419. Article footnote states that the two authors contributed equally to the paper

10. Ip, E.H. (2002). Locally dependent latent trait model and the Dutch identity revisited. Psychometrika, 67, 367-386.

11. Ip, E.H. (2002). On single versus multiple imputation for a class of stochastic algorithms estimating maximum likelihood. Computational Statistics, 17, 517-524.

12. Ip, E.H., Wang, Y., & Yeh, Y. (2003). Some invariance results concerning multiplicative lattice decomposition of a multivariate density. Journal of Multivariate Analysis, 84, 403-409.

13. Ip, E.H. & Wang, Y, (2003). A strategy for designing telescoping models for analyzing multiway contingency tables using mixed parameters. Sociological Methods & Research, 3, 3-26.

14. Ip, E.H., Wang, Y., de Boeck, P., & Meulders, M. (2004). Locally dependent latent trait model for polytomous responses with application to inventory of hostility. Psychometrika, 62, 191-216.

15. Ip, E.H., Wang, Y., & Yeh, Y. (2004). Structural decomposition of multivariate distributions with applications in moment and cumulant. Journal of Multivariate Analysis, 89, 119-134.

16. Ip, E.H., Leung, P, & Johnson, J. (2004). Interactive Profiler: An Intuitive Web-based statistical application in visualizing educational and marketing databases. Journal of Educational and Behavioral Statistics, 29, 157-175

17. Meulder, M., Ip, E.H., & De Boeck, P. (2005). Latent variable models for partially ordered responses and trajectory analysis of anger-related feelings. British Journal of Mathematical and Statistical Psychology, 58, 117-143.

18. Fuh, C., & Ip, E.H. (2005). Weighted bootstrap for censored Markov chain with an application to consumer brand switching. Journal of Statistical Planning and Inference, 128, 459-474.


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19. Ip, E.H. (2005). A note on differential information loss in multi-scale educational assessment. Behaviormetrika, 33, 1-7.

20. Yada, K., Ip, E.H., Hamuro, Y., Katoh, N. (2007). Is this brand ephemeral: A multivariate tree-based analysis of new product sustainability. Decision Support Systems, 44, 223-234.

21. Lee, Y., Ip, E.H., Fuh, C.D. (2008). A strategy for controlling item exposure in multidimensional computerized adaptive testing. Educational and Psychological Measurement, 68, 215-232.

22. Rijmen, F., Ip, E.H., Rapp, S., and Shaw, E. (2008). Qualitative longitudinal analysis of symptoms in patients with primary or metastatic brain tumors. Journal of Royal Statistical Society A, 171, 739-753. PMC5118046

23. Wang, Y., Ip, E.H. (2008). Conditionally specified continuous distributions. Biometrika, 95, 735-

746.

24. Ip, E.H., Wang, Y. (2008). A note on cuts for contingency tables. Journal of Multivariate Analysis, 99, 2356-2363

25. Reboussin, B., Ip, E.H., Wolfson, M. (2008). Locally dependent latent class models with

covariates: an application to underage drinking in the United States. Journal of Royal Statistical Society A. 171, 877-897. PMC2600526

26. Ip, E.H., Smits, D., & De Boeck, P. (2009). Locally dependent linear logistic test model with

person covariates. Applied Psychological Measurement, 33, 555-569.

27. Ip, E.H., Wang, Y., (2009). Canonical representation of conditionally specified multivariate discrete distributions. Journal of Multivariate Analysis, 100, 1282-1290.

28. Ip, E.H. (2010). Empirically indistinguishable multidimensional IRT and locally dependent unidimensional item response models. British Journal of Mathematical and Statistical Psychology. 63, 395-415. PMID19840494

29. Ip, E.H. (2010). Interpretation of the three-parameter testlet response model and information function. Applied Psychological Measurement. 34, 467-482 . DOI: 10.1177/ 0146621610364975.

30. Zhang, Q., Snow Jones, A., Rijmen, F., Ip, E.H. (2010). Multivariate discrete hidden Markov

models for domain-based measurements and assessment of risk factors in child development. Journal of Graphical and Computational Statistics. 19, 746–765. DOI: 10.1198/jcgs.2010.09015

31. Ip, E.H., Snow Jones, A., Heckert, D.A., Zhang, Q., Gondolf, E. (2010). Latent Markov Model for

Analyzing Temporal Configuration for Violence Profiles and Trajectories in a Sample of Batterers. Sociological Methods and Research, 39, 222-255.

32. Chen, S.H., Ip, E.H., Wang, Y. (2010). Gibbs Ensembles for Nearly Compatible and

Incompatible Conditional Models. Computational Statistics and Data Analysis, 55, 1760-1769. PMC3030131

33. Ip, E.H., Wasserman, R., Barkin, S. (2011). Comparison of intraclass correlation coefficient

estimates and standard errors between using cross-sectional and repeated measurement data: The Safety Check Cluster Randomized Trial. Contemporary Clinical Trial, 32, 225-232. PMC3034823


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34. Cai, J., Song, X.Y., Lam, K., Ip, E.H. (2011). A Mixture of Generalized Latent Variable Models for Mixed Mode and Heterogeneous Data. Computational Statistics and Data Analysis, 55, 2889-2907.

35. Zhang, Q., Ip, E.H. (2012). Generalized Linear Model for Partially Ordered Data. Statistics in

Medicine, 31, 56-68. PMC4372191

36. Ip, E.H., Zhang, Q., Williamson, D. (2012). Dynamic multi-chain graphical model for psychosocial and behavioral profiles in childhood obesity. Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP, pp.180-187), April 2012, Maryland.

37. Ip, E.H., Zhang, Q., Rejeski, J., Harris, T., Kritchevsky, S. (2013). Partially ordered mixed hidden

Markov model for the disablement process of older adults. Journal of the American Statistical Association, 108, 370-384. PMC3777389

38. Ip, E.H., Chen, S.H. (2012). Projective item response model for test independent measurement.

Applied Psychological Measurement. 36, 581-601.

39. Ip, EH, Zhang, Q, Schwarz, R, Tooze, J, Leng, X., Hong, M., & Williamson, D. (2013). Multi-profile hidden Markov model for mood, dietary intake, and physical activity in an intervention study of childhood obesity. Statistics in Medicine, 32, 2213-41. PMC3710544

40. Song, X.Y., Lu, Z., Cai, J., Ip, E.H. (2013). A Bayesian Modeling Approach for Generalized

Semiparametric Structural Equation Models. Psychometrika, 78, 624-647. PMC5129644

41. Ip, E.H., Wolfson, M., Easterling, D., Wagoner, K., Blocker, J., Egan, K., Rahmandad, H., Chen, S. (2012). Agent-based modeling of College Drinking Behavior and mapping of system dynamics of alcohol reduction using both environmental and individual-based intervention strategies. In Proceedings of the System Dynamic Conference, July 2012, St. Gallen, Switzerland. Link: http://www.systemdynamics.org/conferences/2012/index.html

42. Pan, J, Song, X, Ip, E.H. (2013). A Bayesian analysis of generalized latent curve mixture

models. Statistics and Its Interface, 6, 27-44. PMC3770845

43. Ip EH, Zhang Q, Lu J, Mabry PL, Dube L. Feedback dynamic between emotional reinforcement and healthy eating: An application of the reciprocal Markov model. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) (pp.135-143), April 2013, Maryland.

44. Ip, EH, Molenberghs, G, Chen, S, Goegebeur¸Y, De Boeck, P.(2013). Functional unidimensional

item response models for multivariate binary data. Multivariate Behavioral Research, 48, 534-562.

45. Natarajan, S., Kersting, K., Ip, E.H., Jacobs, D. & Carr, J. Early Prediction of Coronary Artery

Calcification Levels Using Machine Learning. Proceeding of the 2013 AAAI conference on Innovative Applications in AI (IAAI). In press. Available at: <http://www.aaai.org/ocs/index.php/IAAI/IAAI13/paper/view/6330>

46. Barnard, R.T., Marsh, A.P., Rejeski, W.J., Pecorella, A., and Ip, E.H. (2013). Design and

Implementation of the Mobility Assessment Tool: Software Description. BMC Medical Informatics and Decision Making.13: 73. PMC3729603

47. Johnson, J., Tellis, G.J., and Ip, E.H. (2013). To Whom, When and How Much to Discount? A

Constrained Optimization of Customized Temporal Discounts. Journal of Retailing. 89(4), 361-373.


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48. Chen, S., Ip, E.H., Wang, Y. (2013). Gibbs ensembles for incompatible dependency networks. WIREs Computational Statistics. 5:478–485. doi: 10.1002/wics.1273

49. Chen, S., Ip, E.H., Wang, Y. (2014). Canonical ensembles for potentially incompatible

dependency networks with applications to medical data. Statistics and Its Interface, 7, 251-262.

50. Zhang, Q., & Ip, E.H. (2014). Variable Assessment in Latent Class Models. Computational

Statistics and Data Analysis. 77, 146–156. PMC4043346

51. Ip, E.H., Chen, S-H, Rejeski, J.W., (2014). System-subsystem dependency network for integrating multi-component data and application to health sciences. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) (pp.135-143), April 2014, Maryland.

52. Ip, E.H. (2014). Thurstonian item response theory and an application to attitude items. In van der

Ark, A., Millsap, R., Wang, W., & Bracken, H. (eds.) Quantitative Psychology Research: the 78th Annual Meeting of the Psychometric Society (pp.15-26). New York: Springer.

53. Chen, S., Ip, E.H. (2015). Behavior of the Gibbs sampler when conditional distributions are

potentially incompatible. Journal of Statistical Computation and Simulation, 85, 3266-3275. PMC4572746

54. Ip, E.H., Chen, S., Quandt, S. (2016). Analysis of multiple partially ordered responses to belief

items with Don’t Know option. Psychometrika. 81, 483-505. PMC4458241

55. Yang, C.C., Ip, E.H., Avis, N., Ping, Q., & Jiang, L. A comparison of symptom clustering on clinical and social media data. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2015, Maryland. In press.

56. Ip, E.H., Efendi, A., Molenberghs, G., Bertoni, A. (2015). Comparison of risks of cardiovascular

events in the elderly using standard survival analysis and multiple-events and recurrent-events methods. BMC Medical Research Methodology, 15: 15. PMC4364095.

57. Lu, J., Pan, J., Zhang, Q., Dube, L., Ip, E.H. (2015). Reciprocal Markov modeling of feedback

mechanism between emotion and dietary choice using experience sampling data. Multivariate Behavioral Research, 50, 584-599. PMC4697281

58. Cheung, S., Morita, H., Takashima, H., Shiri, Y., Ip, E.H. (2016). Application of hidden Markov

model to analyze enthusiasts’ dynamics of a lifestyle brand. In T.X. Bui and R.H.Jr. Sprague (Eds.) Proceedings of the 2016 Hawaii International Conference on System Sciences (HICSS), pp. 1557-1566.

59. Ip, E.H., Zhang, Q., Sowinski, T., Simpson, S.L. (2015). Analysis of feedback mechanisms with

unknown delay using sparse multivariate autoregressive method. PLoS One. 10 (8). e0131371.PMC4529169

60. Henry, T.R., Gesell, S.B., Ip, E.H. (2016). Analyzing heterogeneity in the effects of physical

activity in children on social network structure and peer selection dynamics. Network Science, 4, 336-363. DOI: 10.1017/nws.2016.2, Published online: 12 May 2016 PMC5114006

61. Henry, T., Gesell, S., Ip, E.H. Social Position Predicting Physical Activity Level in Youth: An

Application of Hidden Markov Modeling on Network Statistics. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2016, Maryland. In press.


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62. Ping, Q., Yang, C.C., Marshall, S.A., Avis, N.E., Ip, E.H. (2016). Breast Cancer Symptom Clusters Derived from Social Media and Research Study Data Using Improved K-Medoid Clustering, IEEE Transactions on Computational Social Systems, 3, 63-74. PMC5687581

63. Pan, J., Ip, E.H., Dube, L. (2017). An Alternative to Post-Hoc Model Modification in Confirmatory

Factor Analysis: The Bayesian Lasso. Psychological Methods, 22, 687-704. PMC5745070

64. Zhang, Q., Ip, E.H., Pan, J.H., Plemmons B. (2017). Individual-specific, sparse inverse covariance estimation in generalized estimating equations. Statistics and Probability Letters, 122, 96-103.

65. Hamuro, Y., Nakatomo, M., Cheung, S., Ip, E.H. (2018). mbonsai: Application Package for

Sequence Classification. Journal of Statistical Software, 86 (6). DOI: 10.18637/jss.v086.i06

66. Ip, E.H., Chen, S., Rejeski, J. (2017). System-subsystem Dependency Network for Integrating Multicomponent Data and Its Application to Health Sciences. Journal of Healthcare Informatics Research, 1(2), 139-156.

67. Ip, E.H. (2017). Review of Handbook of Item Response Theory, Volume One: Models. Journal

of the American Statistical Association, 112, 1372.

68. Ip, E.H., Barnard, R., Marshall, S., Lu, L., Sink, K., Wilson, V., Chamberlain, D., Rapp, S. R. (2017). Development of a video-simulation instrument for assessing cognition in older adults. BMC Medical Informatics and Decision Making. 17:161. PMC5719572

69. Henry T, Marshall SM, Avis NE, Levine B, Ip EH. (2018). Concordance networks and application

to clustering cancer symptomology. PLoS One. 13(3): e0191981. PMC5851541

70. Ip, E.H., Magee, M.F., Youssef, G.A., Chen, S.H. (2018). Gleaning Information for Cognitive Operations from Don’t Know Responses in Cognitive and Non-Cognitive Assessments. Multivariate Behavioral Research. First published online. DOI: https://doi.org/10.1080/00273171.2018.1503075

71. Speiser, J., Miller, M.M., Tooze, J., Ip, E.H. A Comparison of Random Forest Variable Selection

Methods for Classification Prediction Modeling Expert Systems With Applications. Expert Systems with Applications. In press.

72. Strachan, T., Ackerman, T., Cho, J., Ip, E.H. Robustness of Projective IRT to Misspecification of

the Underlying Multidimensional Model. Applied Psychological Measurement. Conditional accepted upon minor revision.

73. Kim, Y., Cho, U., Ackerman, T., Martin, L., Ip, E.H. Approximating Bifactor IRT True-Score

Equating with a Projective Item Response Model. Applied psychological Measurement. In press.

Application journal articles

74. Marsh, A.P., Rejeski, J., Hutton, L.S., Brown, C.L., Ip, E.H., Guralnik, J.M. (2005). Development of lateral mobility task to identify individuals at risk for mobility disability and functional decline. Journal of Aging and Physical Activity, 13, 363-381.

75. Barkin, S., Scheindlin, B., Brown, C., Ip, E.H., Finch, S., Wasserman, RC (2005). Anticipatory Guidance Topics: Are More Better? Ambulatory Pediatrics, 5, 372-376.


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76. Barkin, S, Ip, E.H., Finch, S, Steffes, J, Wasserman, R. (2006). Clinician Practice Patterns: Linking to Community Resources for Childhood Aggression. Clinical Pediatrics, 45, 750-756.

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167. Arcury, T.A., Suerken, C.K., Ip, E. H.,., Moore, J., Quandt, S.A. (2017). Residential Environment for Outdoor Play Among Children in Latino Farmworker Families. Journal of Immigrant and Minority Health, 19, 267-274. PMC5290218

168. Applegate, W, Ip, E.H. (2016). The Evolving Taxonomy of Health in Older Persons. Journal of

the American Medical Association. 316(23), 2487-2488. PMC27997661


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169. Avis, N.E., Marshall, S.A., Levine, B., Ip, E.H. (2017). Longitudinal examination of symptom profiles among breast cancer survivors. Journal of Pain Management, 53, 703–710. PMC5373990

170. Gross, A.L., Payne, B.R., Cassanova, R., Davoudzadeh, P, Dzierzewski, J, Farias,

S.Giovannetti, T., Ip, E.H., Marsiske, M., Rebok, G., Schaie, W., Thomas, K., & Willis, S., & Jones, R.N. (2018). The ACTIVE conceptual framework as a structural equation model. Experimental Aging Research. First published online Jan 25 2018. DOI: 10.1080/0361073X.2017.1398802

171. Ip, E.H., Marshall, S.A., Saldana, S., Skelton, J.A., Suerken, C.K., Arcury, T.A., Quandt, S.A.

(2017). Determinants of adiposity rebound timing in children in Latino farmworker families. Journal of Pediatrics, 184, 151-156. PMC5404387

172. Goldman, M.P., Barnard, R., Saldana,S., Stafford, J.M., Easterling, D., Burke, G.L., Ip, E.H.,

Corriere, M.A. (2017). Cumulative number of treatment interventions predicts health-related quality of life in patients with critical limb ischemia. Annals of Vascular Surgery, 44, 41-47.

173. Kiang, L., & Ip, E.H. (2017). Longitudinal profiles of eudaimonic well-being in Asian American

adolescents. Cultural Diversity and Ethnic Minority Psychology, In press. DOI：10.1037/cdp0000156 PMID: 28394163

174. Ip, E.H., Marshall, S.A., Arcury, T.A., Suerken, C.K., Trejo, G., Skelton, J.A., Quandt, S.A.

(2017). Child feeding style and dietary outcomes in a cohort of Latino farmworker families. Journal of the Academy of Nutrition and Dietetics. 118(7), 1208-1219. doi: 10.1016/j.jand.2017.07.024. PMC5876056

175. Saldana, S., Marsh, A., Rejeski, W.J., Haberl, J.K., Wu, P., Rosenthald, S., Ip, E.H. (2017).

Assessing balance through the use of a low-cost head mounted display in older adults: a pilot study. Clinical Interventions in Aging, 12, 1363-1370. PMC5580706

176. Fanning, J, Ambrosius, W.T., Brawley, L., Ip, E.H., Walkup, M., Marsh, A., Rejeski, J.W.(2018).

Change in Health-Related Quality of Life and Social Cognitive Outcomes in Obese, Older Adults in a Randomized Controlled Weight Loss Trial: Does Physical Activity Behavior Matter? Journal of Behavioral Medicine. 42(3), 299-308.

177. Hansen, B., Ip, E.H., Saldana, S., Chen, S. (2018). An algorithm for creating virtual controls

using integrated and harmonized longitudinal data. Evaluation and the Health Professions, 41, 183-215. https://doi.org/10.1177/0163278718772882

178. Rapp, S.R. Barnard, R.T., Sink, K.M., Chamberlain, D.G., Wilson,V., Lu, L., &. Ip, E.H. (2018).

Computer simulations for assessing everyday cognitive functioning in older adults. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring. 10: 237–244. PMC5857723

179. Gregg, E.W., Lin, J. Bardenheier, B., Chen, H., Rejeski, W.J., Zhuo, X., Hergenroeder, A.L. Kritchevsky, S.B., Peters, A., Wagenknecht, L., Ip, E.H., Espeland, M.A. for the Look AHEAD Study Group. (2018). Impact of Intensive Lifestyle Intervention on Disability-Free Life Expectancy: The LookAHEAD Study. Diabetes Care. 41 (5): 1040-1048. PMC5911793

180. Fanning, J., Brooks, A.K., Ip, E., Nicklas, B., Rejeski, W.J. (2018). A Mobile Intervention to Reduce Pain and Improve Health in Obese Older Adults: Methods for the MORPH trial. JMIR Research Protocol. 7(5), e128.

181. Messier, S.P., Martin, D.F., Mihalko, S.L., Ip, E.H., DeVita, P., Cannon, D.W., Love, M., Beringer, D., Saldana, S., Felin, R., Seay, J.F. (2018). A 2-year prospective cohort study of


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overuse running injuries: The runners and injury longitudinal study (TRAILS). American Journal of Sports Medicine. 46(9):2211-2221. PMID: 29791183

182. Marshall, S.A., Ip, E.H., Suerken, C.K., Arcury,T.A., Saldana, S., Daniel, S.S., Quandt, S.

Relationship between maternal depression and child weight outcomes in Latino farmworker families. Maternal & Child Nutrition. In press.

183. Birdee, G.S., Wallston, K.A., Ayala, S., Ip, E.H., Sohl, S.J. Development and psychometric

properties of the mindfulness self-efficacy scale (MSES). Journal of Health Psychology. In press.

184. Goyal, N., Ip, E.H., Salsman, J., Avis, N. Spirituality and Physical Health Status: A Longitudinal

Examination of Reciprocal Effects in Breast Cancer Survivors Supportive Care in Cancer. Journal of Supportive Care in Cancer. In press.

185. Ip, E. H., Strachan, T., Fu, Y, Chen, S., Rutkowski, L., Lay, A., Willse, J., Ackerman, T.(2019).

Bias and bias correction method for non-proportional abilities requirement (NPAR) tests. Journal of Educational Measurement. 56, 1-22.

186. Marshall, S. A., Henry, T. R., Spivey, L. A., Rhodes, S. D., Prinstein, M. J., and Ip, E. H. (2019).

Social context of sexual minority adolescents and relationship to alcohol use. Journal of Adolescent Health. 64(5):615-621. PMID: 30786969

187. Youssef, G., Bourges, C., Brecker, L., Brown, K., Chen, S., Ip, E.H. , Touma, E., Pollack, T.,

Thayer, D.W.,Wallia, A. Magee, M. Validity and Reliability of a (Brief) Diabetes “Survival Skills” Knowledge Test: KNOW Diabetes, The Diabetes Educator. In press.

188. Brown, M., Wendt, C., Seyler, T., Ip, E. Worth, F., Lang, J. Gait and Functional Outcomes

Between Cruciate Retaining and Cruciate Substituting Implants in Total Knee Arthroplasty: A Prospective, Randomized Study, Journal of Surgical Orthopaedic Advances. In press.

189. Yan, F., Strachan, T., Ip, E.H., Willse, J., Chen, S-H., Ackerman, T. The Recovery of

Correlation between Two Latent Abilities Using Compensatory and Noncompensatory Multidimensional IRT Models. International Journal of Testing. Accepted.

190. Cline, A.E., …Ip, E.H. et al. Accountability in Patient Adherence. Patient Preference and

Adherence. In press.

(above articles separated into Method (1-73) & Application (74-190), respectively in chronological order) Manuscripts Under Review

1. Ip, E.H., Chen, S-H., Bandeen-Roche, K., Speiser, J., Cai, L., Houston, D. Longitudinal partially ordered data analysis for preclinical sarcopenia. Submitted to Statistics in Medicine

2. Fu, C.D., Ip, E.H., Chen, S-H. Efficient computerized adaptive test using raw responses for item selection: Theoretical results and applications for the up-and-down method. Under 3rd review at Statistics and Its Interface.

3. Pan, J., Ip, E. H., & Dube, L. Multilevel Heterogeneous Factor Analysis Model and Application to Ecological Momentary Assessment Data. Under 3rd review at Psychometrika.

4. Strachan, T., & Ip, E. H. Latent bivariate model for jointly assessing attitude and attitudinal stability. Under 2nd review at Multivariate Behavioral Research.


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5. Ip, E.H., Strachan, T., Willse, J., Chen, S-H., Fu, Y., Lay, A., Ackerman, T. Prescribed versus statistical dimensions: A diagnostic tool for evaluating dimensionality from a test developer’s perspective. Submitted to Methodology.

6. Beaver, D., Rapp, S., Ip, E.H., Shumaker, S. Latent profiles of home environmental modifications use in the Women’s Health Initiative. Submitted to Journal of Gerontology A.

7. Strachan, T., Cho, J., Chen, S-H., Ackerman, T., Kim, Y., Weeks, J., Willse, J., Ip, E.H. Using projective IRT as a method for vertical scaling. Submitted to Journal of Educational Measurement.

Books

1. Diebolt, J., & Ip, E. (1996). Stochastic EM : Method and application. In W. Gilks, S. Richardson, & D. Spiegelhalter (Eds.), Markov Chain Monte Carlo in Practice (pp. 259-273). New York : Chapman & Hall.

2. Ip, E.H. (1996). Random effect ordered probit model with a marketing application. In M. Absanullah, & D. Bhoj (Eds.), Applied Statistical Science, volume I (pp.175-185). New York: Nova Science.

3. Ip, E.H., Johnson, J., Yada K., Hamuro, H., Katoh, N. & Cheung, S. (2001). A neural network application to identify high-value customers for a large retail store in Japan, In K. Smith & J. Gupta (Eds.), Neural network in business: Techniques and applications (pp. 55-69) Hershey, PA: Idea Group.

4. Ip, E.H., Smyth, P., and Cadez, I. (2003). Psychometric methods of latent variable modeling. In N. Ye (Ed.), Handbook of Data Mining (pp. 215-246). Mahwah, NJ: Lawrence Erlbaum Associates.

5. Hamuro, Y., Katoh, N., Ip, E. H., Cheung, S., & Yada, K (2003). Information fusion via pattern string analysis. In C. Torra (Ed.), Information Fusion in Data Mining (pp.161-188). New York: Springer-Verlag.

6. Ip, E.H. (2007). General Linear Model. In W. Ambrosius (Ed.), Topics in Biostatistics (pp.189-212). New York: Humana Press.

7. Shaw, E.G., Butler, J., Case, D., D’Agostino, Jr.,R., Gleason, J., Ip, E.H.,. Naughton,M.J., Robbins, M.E., Saconn, P., & Rapp, S.R.. (2008 November). Pharmacologic interventions for the treatment of radiation-induced brain injury. In C.A. Meyers, J.R. Berry (Eds.) Cognition and Cancer (pp.312-319). Cambridge: Cambridge University Press.

8. Ip, E.H., & Molenberghs, G. (2009). Empirical Bayes methods (2010). In P. Peterson (ed.), The International Encyclopedia of Education Vol. 7 (3rd Ed., p.142-149). Amsterdam, the Netherlands: Elsevier Publishing.

9. Ip, E. H., & Chen, S. (2015). New approaches to modeling multidimensional data. In S Reise, D. Revicki (Eds.) Handbook of Item Response Theory Modeling: Applications to Typical Performance Assessment (pp. 226-251). London: Taylor and Francis.

Federal Reports

1. Jenkins, F., Ip, E.H., & Kulick, E. (1997). Data analysis for the mathematics Long Term Trend Assessment. Technical Report, 1994 National Assessment of Educational Progress (NAEP). Department of Education, Washington. D.C.

2. Ip, E.H., & Allen, N. (1997) A study of the monitored vs. unmonitored sessions. State Technical Report, 1994 National Assessment of Educational Progress (NAEP). Department of Education, Washington, D.C.


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3. Allen, N., Mazzeo, J., Ip, E.H., Swinton, S., Isham, S., & Worthington, L. (1997). Data analysis and scaling for the 1994 Trial State Assessment in reading. 1994 National Assessment of Educational Progress (NAEP). State Technical Report, Department of Education, Washington, D.C.

Miscellaneous Publications

1. Ip, E.H. (2000). Letter to Editor. Amstat News *(October, 2000). Amstat News is the newsletter of the American Statistical Association. Article discusses the role played by statisticians in an Information Age. 2. Ip. E.H. (2001). A Day in a Statistician's Life. Amstat News September issue. Article included in package sent to young students to promote the statistics profession. 3. Ip, E.H. (2002). Data Takes Shape. Marshall Magazine May issue, p.48-53. An alumni magazine of the Marshall School, USC. Article discusses role of data mining in business.

Software (open source)

1. Dynamic multichain graphical model (DMGM) http://dmgm.wfuhs.arane.us/

2. Simulation-Based Assessment of Cognition (SIMBAC) https://simbac.wfuhs.arane.us/

3. Mobility Assessment Tool (MAT) http://hes.wfu.edu/matsf.htm

4. Other software products:

a. Teaching aid: ANOVA b. Teaching aid: linear regression & interaction c. Projective item response model (R codes)

https://www.phs.wakehealth.edu/public/downloads.cfm

PRESENTATIONS AT PROFESSIONAL MEETINGS Refereed Conference Papers/Abstract

1. Ip, E.H. (1996). A new method of treating item clusters in large scale assessments. American

Educational Research Annual Meeting, April, New York, NY.

2. Ip, E.H., & Leung, P. (1997). Knowledge discovery from the National Assessment of Educational Progress (NAEP) database. American Educational Research Annual Meeting, April, Chicago, IL.

3. Ip, E.H., Jenkins, F., & Scott, S. (2001). A general IRT model for performance assessment. National Council on Measurement in Education (NCME) Annual Meeting, April, Seattle, WA.

4. Hamuro, Y., Katoh, N., Ip, E.H., Cheung, S., & Yada, K. (2001). Discovery of interesting rules for purchase behavior concerning brand loyalty and brand switching. Proceedings of the World Congress on Mass Customization and Personalization. October, Hong Kong.

5. Meulders, M., Ip, E.H., & De Boeck, P. (2002). Local dependent latent trait models for polytomous responses. The 23rd Biennial Conference of the Society for Multivariate Analysis


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in the Behavioral Sciences, Tilburg, The Netherlands.

6. Barkin S, Scheindlin B, Ip E.H., Finch S, Slora E, Wasserman R. (2004). Parent-provider agreement on anticipatory guidance: what is remembered after the visit. Pediatric Academic Societies (PAS)’s Annual Meeting, San Francisco, CA.

7. Barkin S, Richardson I, Ip E.H., Finch S, Wasserman R. (2004). Family Influences on Children's Media Use. (Podium presentation) PAS, San Francisco, CA.

8. Barkin S, Ip E.H., Finch S, Slora E, Wasserman R. (2005). Parental Media Mediation Styles. PAS; Washington, DC.

9. Farmer DF, Petrek J, Ip E.H., Naughton M. (2005). Spirituality in young breast cancer survivors one to three years post-diagnosis. Presented at the Era of Hope Department of Defense Breast Cancer Research Program Meeting. Philadelphia, PA.

10. Dew, R. Ip, E.H. & Daniel, S. (2005). Religiosity / spirituality in depressed adolescents. American Psychiatry Association Annual Conference, Section on Personality Traits and Disorders, Etiology, Diagnosis, Course, and Treatment, Atlanta, GA.

11. Barkin, S., Finch, S., Ip, E.H. (2006). Discrepancies Between Survey-Based and Actual Discussion Rates of Violence Prevention Topics, PAS, San Francisco, CA.

12. Barkin, S., Durant, R., Finch, S., Ip, E.H..(2006). Distributing Firearm Locks Through Pediatricians' Offices Achieves Safer Gun Storage: Results of a Randomized Controlled Trial, PAS, San Francisco, CA.

13. Barkin, S., Finch, S., Ip, E.H.. (2006). Community Practice Patterns: Linking to Community Violence Prevention Resources, PAS, San Francisco, CA..

14. Snow Jones, A., Heckert, A., Gondolf, E., Zhang, Q., & Ip, E.H. (2007). Abuse Patterns and Trajectories of Batterer Program Participants over 48 Months, International Family Violence an Child Victimization Research Conference, New Hampshire.

15. O’Shea, M., Manuel, J., Zhang, Q., & Ip, E.H.. (2007). Hidden Markov Models in Longitudinal Studies of Children with Special Health Care Needs (CSHCN). PAS, Toronto.

16. Barkin, S. Finch, S., Ip, E.H.. (2007). But Will You Love Me Tomorrow? Will Clinicians Sustain Use of Intervention Components After Study Completion? PAS, Toronto.

17. Barkin, S., Finch, S., Ip, E.H. (2007). The Effect of Office-Based Violence Prevention - A Cluster Randomized Trial, PAS, Toronto.

18. Ip, E.H., Rejeski, J., Marsh, A., Pecorelli, A., Wong, Y. (2007) .Animated and computer adaptive assessment of physical functioning in older adults (abstract). International Society of Quality of Life (ISOQOL), Budapest, Hungary.

19. Scheindlin, B. Barkin, S. Ip, E.H., Finch, F., Weiley, V., Wasserman, R. (2009). Reading promotion at well child visits: It’s the screen time that counts. PAS, Baltimore.

20. Sutfin, E., Wolfson, M., Blocker, J., McNamara, R.S., Ip, E.H., O’Brien, M. (2010). Screening for tobacco use among college students by health care providers at student health centers. Oral presentation at Social for Research on Nicotine and Tobacco (SRNT), Baltimore, Maryland.

21. Miller D., Crandall, S., Spangler, J., Ip, E.H., Davis, D., Marion, G., Kronner, D., Vaden, K. (2010). Medical students are unaware of personal bias toward obese patients. Society of


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General Internal Medicine (SGIM) 33rd meeting, Minneapolis, MN.

22. Ip, E.H., Rejeski, J.W., Marsh, A., Barnard, R.(2010). Video-animation item banking, calibration, and selection using item response theory. The Gerontological Society of America's 63rd Annual Scientific Meeting, New Orleans, LA.

23. Marsh, A., Ip, E.H., Rejseki, J.W., Guralnik, J. (2010). Using Video Animation to Assess Mobility in Older Adults. The Gerontological Society of America's 63rd Annual Scientific Meeting, New Orleans, LA.

24. Barnard, R., Babcock, D., Ip, E.H., Rejeski, W., Marsh, A. (2010). Mobile MAT-sf: An iPad-Based Video-Animated Tool for Assessing Mobility. 2010 mHealth Summit (hosted by NIH and mAlliance), November, Washington DC.

25. Gutierrez A, Blocker J, Ip E, Peters T, Wolfson M, Poehling K. 2009-2010 Seasonal Influenza Vaccine Coverage at 8 North Carolina Colleges. Pediatrics Academic Societies, May 2011.

26. Miller, D., Vitolins, M. Davis, S. Crandall, S. Ip, E.H.; Vaden, K., Spangler, J. (2011) Gaps in medical students’ knowledge of the link between obesity, lifestyle, and cancer. Society of General Internal Medicine, May, Phoenix.

27. Ip, E.H. 2011. Projective IRT for purified constructs. Psychometric Society Annual Meeting, Hong Kong.

28. Guerra, RO.; Silva, B; Freire, ANF; Ip EH, Lord C, Marsh A, Rejeski J; Alvarado B (2011). Validity and reliability of Portuguese version of the Mobility Assessment Tool short version: Results from a Brazilian study in elderly populations. 4th Pan-American Congress, International Association of Gerontology and Geriatrics, October, Ottawa, Canada.

29. Curcio CL, Gomez JF, Lord C, Ip EH, Marsh A, Rejeski J; Alvarado B (2011). Validity and reliability of Portuguese version of the Mobility Assessment Tool short version: Results from a Columbian study in elderly populations. 4th Pan-American Congress, International Association of Gerontology and Geriatrics, October, Ottawa, Canada

30. Rapp, S., Barnard, R, Sink, K, Williamson, J, Ip, EH. Simulations of four key IADLs distinguish cognitively impaired from unimpaired older adults. Alzheimer’s Association International Conference, Paris, 2011.

31. Gómez JF, Guerra RO, Curcio CL, Silva B, Lord C, Ip EH, Marsh AP, Rejeski WJ, Zunzunegui MV. Validity of the Life Space Assessment Questionnaire (LSA) and the Late Life Disability Index (LLDI) in older people from Colombia and Brazil. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

32. Curcio CL, Gómez JF, Lord C, Ip EH, Marsh AP, Rejeski WJ, Alvarado BE. Validity and reliability of Spanish version of the Mobility Assessment Tool short version: Results from a Colombian study in elderly populations. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

33. Guerra, RO; Oliveira, BS; Freire, ANF; Ip EH, Lord C, Marsh AP, Rejeski WJ; Alvarado B. Validity and reliability of Portuguese version of the Mobility Assessment Tool - short form (MAT-sf): Results from a Brazilian Study in Elderly Populations. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

34. Miller, D., Kronner, K., Vitolins, M., Crandall, S., Vaden, K. Ip, E.H., Davis, S., Spangler, J, NEW Lifestyle: A web-based teaching and learning program for Nutrition, Exercise, and Weight management. Oral presentation at SGIM 35th Annual Meeting, Orlando, 2012.


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35. Ip EH, Wolfson, M, Easterling D, Sutfin E, Wagoner K, Blocker J, Egan K, Rahmandad H, Chen, SH. Agent-based modeling of College Drinking Behavior and mapping of feedback mechanism of alcohol reduction. Poster presentation at the 2012 System Dynamic Conference, St. Gallin, Switzerland.

36. Fellin, R.E., Seay, J.F., Hill, R.D., Saldana, S. Cannon, D.W., DeVita, P., Ip, E.H.,. Martin, D.F., Messier, S.P.. Differences in Running Mechanics and Strength between Runners in Minimalist and Traditional Footwear. American College of Sports Medicine annual conference 2013.

37. Bell, R.A. Arcury, T.A., Saldana, S., Ip, E.H., Kirk, J.K., Grzywacz, J.G., Nguyen, HT, &

Quandt, S.A. Demographics, health and self-management correlates of personal mastery among rural older adults with diabetes. American Diabetes Association 73th Scientific session, June, Chicago, 2013.

38. Wood J, Peters T, Blocker J, Ip E, Wolfson M, Rhodes S, Parries M, Wagoner K, Poehling K.

Prevalence and Predictors of HPV Vaccinations among Female College Students. Oral presentation at Pediatric Academic Societies, Washington, DC, May 4, 2013.

39. Wood J, Peters TR, Blocker J, Ip E, Wolfson M, Rhodes SD, Parries M, Wagoner K, Poehling KA. Prevalence and Predictors of HPV Vaccination and Male College Students. Poster presentation at 2013 Pediatric Academic Societies, Washington, DC, May 2013.

40. Grzywacz J, Arcury TA, Suerken C, Zapata MR, Trejo G, Ip EH, Lang W, Quandt SA. Sedentary and moderate-to-vigorous physical activity among preschool-aged Latino children in farmworker families. Poster accepted to the American Public Health Association Annual Meeting, Boston, MA, Nov 2013.

41. Quandt SA, Suerken C, Trejo G, Grzywacz JG, Ip EH, Arcury TA. Food insecurity in

farmworker households: episodic or chronic? 142nd Annual Meeting and Exposition of the American Public Health Association. New Orleans, LA. November 17, 2014.

42. M. A. Corriere , R. Barnard , S. Saldana , R. J. Guzman , D. Easterling , D. Boone , A. Hyde ,

G. L. Burke , E. Ip. Discrete Choice Survey App for Individualized Peripheral Arterial Disease Treatment Selection. Academic Surgical Congress 2015.

43. Gross A, Jones R, Payne B, Davoud P, Dzierzerwski J, Farias S, Giovannetti T, Ip, E,

Marisiske M, Rebok G, Schaie S, Thomas KR, Willis SL. The ACTIVE Conceptual Framework Operationalized as a Structural Equation Model. The Gerontological Society of America's 68th Annual Scientific Meeting, 2015, Orlando, FL.

44. Ip, E.H., Leng, X., Zhang, Q., Schwartz, R., Chen, S., Labarthe, D., Trejo, G. Supplementing

official statistic of cardiovascular outcomes from NHANES III data with risk-related subgroup trajectories. Journal of Official Statistics 30th Anniversary. Stockholm, Sweden, June 12, 2015.

45. Paek, M., Ip, E.H., Levine, B., Avis, N.E. Reciprocal relationship between quality of life and

coping among women with breast cancer. World Congress of Psycho-oncology APOS July 2016. Washington DC.

46. Matthew P. Goldman, Ryan Barnard, Santiago Saldana, Jeanette M. Stafford, Douglas

Easterling, Gregory L. Burke, Edward H. Ip, Matthew A. Corriere. Cumulative Number of Treatment Interventions Predicts Health-Related Quality of Life In Patients With Critical Limb Ischemia. Standard paper for presentation at the upcoming VESS 2016 Annual Meeting in Park City, UT (February 4-7, 2016).

47. M. A. Corriere, R. Barnard, S. Saldana, R. J. Guzman, D. Easterling, D. Boone, A. Hyde, G.

L. Burke, E. Ip. Discrete Choice Survey App for Individualized Peripheral Arterial


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Disease Treatment Selection. Oral presentation at the 11th Annual Academic Surgical Congress to be held February 2-4, 2016, Jacksonville, FL.

48. Ip, E.H., Skelton, J., Marshall, S., Saldana, S., Arcury, T., Quandt, S. Impact of physical

activity and diet on BMI in pre-school aged Latino children in farmworker families. International Society of Behavioral nutrition and Physical Activity (ISBNPA) June 2016, Cape Town, S. Africa.

49. Henry, T., Gesell, S., Ip, E.H. Social Position Predicting Physical Activity Level in Youth: An

Application of Hidden Markov Modeling on Network Statistics. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), June 2016, Maryland.

50. Pan, J., Ip, E.H., Dube, L. Multilevel Factor Analysis Models with Bayesian Lasso Prior.

International Meeting of the Psychometric Society (IMPS). July 2016, Ashville, NC, USA..

51. Ip, E.H., Chen, S., Fu, Y., Strachan, T., Ackerman, T. Projective item response theory : Overview and application to PISA data. International Meeting of the Psychometric Society (IMPS). July 2016, Ashville, NC, USA.

52. Fanning, J., Rejeski, W.J., Marsh, A.P., Bernard, R.T., Ip, E. Animated video technology:

advancing the assessment of mobility. Presented at the International Association of Gerontology and Geriatrics, San Francisco, CA, 2017.

53. Ip, E.H. Fu, Y., Strachan, T., Chen, S-H., Willse, J., Ackerman, T. Is a test sufficiently

unidimensional, and why 1D-IRT will not work? International Meeting of the Psychometric Society (IMPS). July 2017, Zurich, the Switzerland.

54. Ip, E.H., Strachan, T., Ackerman, T. Differential Item Functioning Part A: Analysis of fixed

effects DIF. International Meeting of the Psychometric Society (IMPS).

55. Ackerman, T. Ip, E.H., Ma, Y., Chung, J. Differential Item Functioning Part B: Examining DIF using 2D projective IRT modeling. International Meeting of the Psychometric Society (IMPS).

Non-Refereed Conference Papers (selected list)

1. Ip, E.H. (1995). Applying a Gibbs sampler in high dimensional empirical Bayes models.

Conference on empirical Bayes and sequential analysis in honor of Herbert Robbins, New Brunswick: NJ.

2. Grave, T., & Ip, E.H. (1995). Penalized likelihood to combine information. Proceedings of the American Statistical Association, Joint Statistical Meeting, August, Orlando, FL.

3. Ip, E.H., & Allen, N. (1995). Bootstrap method for detecting effects of monitoring assessments in National Assessment of Educational Progress (NAEP) Trial State Assessment. Psychometric Society Annual Meeting, July, Minneapolis, MN.

4. Ip, E.H. (1997). A graphical method in presenting multiple regression. Joint Statistical Meeting, August, Anaheim, CA.

5. Ip, E.H. & Scott, S. (2000). Assessing the effects of item clustering and fixed item parameters : An example from National Assessment of Educational Progress (NAEP). Psychometric Society Annual Meeting, July, Vancouver, Canada.

6. Ip, E.H., Tellis, G., & Johnson, J. (2001). Capturing Value through Customized Coupons. Institute for Operations Research and the Management Sciences (INFORMS) Conference,


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Miami, FL.

7. Ip, E.H. (2003). Trajectory analysis of psychological inventory. Joint Statistical Meeting. San Francisco, CA.

8. Janssen, R., De Boeck, P., Ip, E.H. (2005). Modeling partial knowledge in multiple-choice tests using estimation scoring. Psychometric Society Annual Meeting, Tilburg, the Netherlands.

INVITED EXTRAMURAL PRESENTATIONS AND SEMINARS Contributed Presentations (selected list)

1. (1993). Using CART for analyzing educational and clinical data. School of Education seminar, Stanford University.

2. (1993). Hierarchical logistic regression and latent class models in cognitive diagnosis. Joint biostatistics and statistics seminar, Stanford University.

3. (1994). Latent variable models using a class of stochastic algorithms. School of Business Administration, University of Southern California (USC).

4. (1995). Splus: The Good, the Bad, and the Ugly. Data Analyst Seminar Series, Educational Testing Service, Princeton, NJ.

5. (1995). Applying a Gibbs sampler in high dimensional empirical Bayes models. Conference on empirical Bayes and sequential analysis in honor of Herbert Robbins, Rutgers University, New Brunswick: NJ.

6. (1995). Bootstrap method for detecting effects of monitoring assessments in 1994 National Assessment of Educational Progress (NAEP) Trial State Assessment. Psychometric Society Annual Meeting, Minneapolis, MN.

7. (1995). Penalized likelihood method to combine information. Joint Statistical Meetings, Orlando, FL.

8. (1995) Random effect ordered probit model for survey data. First Conference in Applied Statistics, Rutgers University and Rider University, Lawrence, NJ.

9. (1996). Identification and modeling of locally dependent item responses in moderately large item clusters. Joint statistics and psychometric seminar, ETS, Princeton, NJ.

10. (1996). Analysis of locally dependent responses in item clusters using National Assessment of Educational Progress (NAEP) data. School of Business Administration, USC.

11. (1996). Use of the EM algorithm in the estimation of National Assessment of Educational Progress (NAEP) data. ETS NAEP seminar series, Princeton, NJ.

12. (1997). A graphical method in presenting multiple regression. Joint Statistical Meetings, Anaheim, CA.

13. (1998). Visualization of large market databases using interactive profiling. Talk given at USC to a group of executives from the Pharma, a Japanese retail chain store.

14. (1998). Order-dependent mixed parameterization for multivariate categorical data analysis. Brown-bag statistics seminar, Marshall School, USC.


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15. (1999). Reproducible models for marginal inference, Statistics seminar series, Information & Operations Management, Marshall School, USC.

16. (2000). Assessing the effects of item clustering and fixed item parameters: An example from National Assessment of Educational Progress (NAEP). Psychometric Society Meeting, Vancouver, Canada.

17. (2000). A data mining system for managing customer relationship, American Conference in Information System, Long Beach, CA.

18. (2006) All Unidimensional models are wrong, but some are useful: Functional unidimensionality and methods of estimation. Psychometric Society Annual Meeting, Montreal, Canada.

19. (2007). Transitional states of disability and obesity in older adults. Poster presented at the

Hazaard Symposium, Winston-Salem.

20. (2007). Transition between cognitive states in older women. Poster presented at the Women’s Cognitive Health Conference, Winston-Salem.

21. (2007). Animation-enhanced adaptive assessment of PRO in mobility disability. Poster presented at ISOQOL Workshop, Budapest.

Invited/Peer-Reviewed Paper Presentations 1. (1993). Improving maximum likelihood estimates in latent class model via regularizing EM.

Joint statistics and psychometric seminar, ETS, Princeton, NJ.

2. (1994). Finite mixture analysis of mixed-mode data via Gibbs sampling. Invited talk given at the Workshop of mixture modeling in cluster analysis and time series, University of Washington, WA.

3. (1994). Latent variable models for psychometric and biomedical applications. National Institute of Statistical Sciences, Durham, NC.

4. (1994). An optimization method based on a stochastic algorithm. Scientific Computing Division seminar, Sandia National Laboratories, Livermore, CA.

5. (1994). A stochastic algorithm for maximum likelihood estimation with missing data. The Rand Corporation, Santa Monica, CA.

6. (1995). Statistical inference in high dimensional incomplete data problems. AT&T Bell Lab, Murray Hill, NJ.

7. (1996). A new method of treating item clusters in large scale assessments. Special Interest Group, American Educational Research Annual Meeting, New York City, NY.

8. (1997). Knowledge discovery from the National Assessment of Educational Progress (NAEP) database. Special Interest Group, American Educational Research Annual Meeting, Chicago, IL.

9. (1999). Order dependent mixed parameterization for multivariate ordinal and categorical responses. Biostatistics seminar series, School of Public Health, UCLA.

10. (1999).. Lattice-based models for clustered data analysis. Mathematics seminar series, Department of Mathematics, USC.


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11. (1999). Data mining: Perspectives from a Business School (with George Hall, then USC MBA student). California Academic Research Library Conference, Los Angeles, CA.

12. (2000). A unified hierarchical model to investigate the empirical Bayes and item clustering effects. Institute of Statistics, Academia Sinica, Taipei, Taiwan.

13. (2000). Lattice decomposition of multivariate density and polytypefication. Institute of Mathematics, Academia Sinica, Taipei, Taiwan.

14. (2000). Customized coupon analysis: A CRM perspective. Data Mining Conference for Business Applications, Kyoto University, Japan.

15. (2001). Mining transaction data: Challenges and opportunities. Information and Computer Science, University of California, Irvine.

16. (2001). Investigating psychometric effects due to item clustering and an empirical Bayes procedure in a national survey. Statistics seminar series, Department of statistics, UCLA.

17. (2002). Local dependency models in psychometric research. Department of psychology, Leuven University, Belgium.

18. (2002). Two Examples from mining transaction data. Seminar, Research Center of Socio-Network Strategy, Kansai University, Japan.

19. (2002). What can we learn from mining transaction data? Invited talk at the Business Data Mining Workshop, Osaka University, Japan.

20. (2003). Locally dependent item response models and applications in health sciences. Wake Forest University School of Medicine.

21. (2003). Conditionally dependent statistical models. City University of New York.

22. (2004). Latent trait models for partially ordered set. Seminar series, Psychology Department, Catholic University of Leuven, Belgium.

23. (2004). A tale of two Cindys : Application of latent variable model to scales in desire for physical competence and anger management. Biostatistics seminar, Wake Forest University School of Medicine.

24. (2005). Longitudinal data analysis of cognitive functioning. Biostatistics seminar, Wake Forest University School of Medicine.

25. (2006). Applying psychometrics to multiple outcomes in social and behavioral research. Comprehensive Cancer Center Research Seminar, WFUSM.

26. (2006). Extended latent class models and trajectory analysis. Invited special presentation at the Department of Statistics, Chinese University of Hong Kong.

27. (2006). Temporal configuration analysis of WHISCA data. Presentation at the Executive Committee meeting of the Women Health Initiative WFUSM.

28. (2006) All latent class models are wrong, but some are useful: Applications of some extended latent class models to health data. Invited Section on Latent Variable, International Conference on Statistical Latent Variable Models in the Health Sciences (Satellite meeting from Compstat06). Perugia, Italy.


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29. (2006). Using visualization in the teaching of statistics. Invited Section on Statistics Education in Health Sciences, Joint Statistical Meeting, Seattle.

30. (2006). Model-based assessment models for psychopathological data. Invited discussant, Georgia Institute of Technology Measurement Conference.

31. (2007). Statisticians can kick, data miners can punch. To whom do you give numbers to crunch? WFUSM Biostatistics seminar.

32. (2007). Everything I need to know about measuring performance I learned from Nintendo: Animation-enhanced and computerized-adapted assessment of functioning in older adults, WFUSM Biostatistics seminar.

33. (2007). Mobility and cognitive assessment in older adults. Department of Geriatrics, WFUSM.

34. (2007). Absolutely new, somewhat new, and re-engineered methods for analyzing temporal data. Epidemiology and Health Policy Seminar, WFUSM.

35. (2008). Hidden Markov models and applications to the disablement process. Invited Section on Hidden Markov Models. International Meeting of the Psychometric Society (IMPS). Durham, NH.

36. (2008). Analysis of repeated cross-sectional data with overlapping samples: New methods and applications to two college drinking studies. Biostatistics seminar, WFUSM.

37. (2009). Computerized adaptive testing in clinical studies. Research Computing Unit seminar, WFUSM.

38. (2009). Analyzing belief items in Common Sense Models. Invited section on latent variables for complex data structures. International Meeting of the Psychometric Society (IMPS). Cambridge, UK.

39. (2009). Markov modeling for disability in older adults. Sticht Center lecture series.

40. (2009). Risk factors and intervention effects on transition between disability states in older adults (co-presenter: Jack Rejeski, WFU) Pepper Center Investigator’s meeting. WFUSM.

41. (2010). Mechanism-based analysis of multiple outcomes over time with illustration from the Health ABC study. Biostatistics seminar, WFUSM.

42. (2010). Item response theory for a video animation assessment tool. Gerontological Society of America, New Orleans, LA.

43. (2010). Hidden Markov and mechanism-based analyses of multiple outcomes over time. The Data Mining Applied Research Center, Kansai University, Japan.

44. (2011). Agent-based modeling and statistical learning: Conceptual and technical comparison. Social Computing, Behavioral-Cultural Model and Prediction (SBP 2011). Invited talk at special symposium, Baltimore, MD.

45. (2011). System science, statistical learning and agent-based modeling. Talk at the steering committee meeting, Comparative Modeling Network, National Collaborative for Childhood Obesity Research, Washington, DC.

46. (2011). Projective IRT for test-independent measurement. Department of Psychology, University of North Carolina, Chapel Hill, NC.


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47. (2011). Projective IRT for purified construct. International Meeting of the Psychometric Society (IMPS), July, Hong Kong.

48. (2011). Projective approach for handling multidimensional response data in educational and psychological testing. Educational Testing Service, Princeton, NJ.

49. (2012). Dynamic multi-chain graphical model for psychosocial and behavioral profiles in

childhood obesity. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), Maryland.

50. (2012). How to talk to a Statistician. Seminar presented for the Translational Science Institute (TSI), Wake Forest University School of Medicine, videotaped as part of clinician training modules.

51. (2012). Everything I need to know about measuring performance I learned from Nintendo: An update of MAT and SIMBAC. Biostatistics seminar, WFUSM.

52. (2013). Feedback dynamic between emotional reinforcement and healthy eating: An application of the reciprocal Markov model. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2013, Washington DC.

53. (2013). Thurstonian IRT model and application to attitude scaling. International Meeting of the Psychometric Society (IMPS). July 2013, Arnhem, the Netherlands.

54. (2013). Novel Statistical Modeling Advances for Obesity Research (with Kiros Berhane) in contributed session Statistical Modeling and Systems Science in the Study of Childhood Obesity. Joint Statistical Meeting (JSM). August 2013, Montreal, Canada.

55. (2013). Multichain hidden Markov models for studying psychological and behavioral profiles:

Two applications in obesity research. Invited talk at the Nutrition Obesity Research Center (NORC), University of Alabama at Birmingham. October, 2013.

56. (2014). Analysis of partially ordered data. Invited talk at the Statistics Department, University

of South Carolina, April, 2014.

57. (2014). System-subsystem dependency network for integrating multi-component data and application to health sciences. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2014, Washington DC.

58. (2014). IRT models for partially ordered data and application to common sense belief about

disease. International Meeting of the Psychometric Society (IMPS). July 2014, Madison, WI.

59. (2014). Heterogeneity in functional data for lipid, blood pressure, and anthropometrics in cohorts of children and adolescent. International Biometrics Society, July 2014, Florence, Italy.

60. (2014). Dynamic chain graphical model. Presentation at the Envision Network meeting on

Childhood Obesity Research (NIH). August 21-22, 2014, Washington, DC.

61. (2014). Demonstration of a Multivariate Longitudinal Analytic Program for Rapid and Visual Exploration of Cancer Patient Data (with Ryan Barnard). NCI Webinar series. December 12, 2014.

62. (2015). Supplementing official statistic of cardiovascular outcomes from NHANES III data

with risk-related subgroup trajectories. Poster presented at the 30th Anniversary Conference of the Journal of Official Statistics, Stockholm, Sweden.


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63. (2016). Assessing ecologically relevant cognitive function: SIMulation-Based Assessment of Cognition (SIMBAC). Presentation given at the External Advisory Committee, WFSM Pepper OAIC. May 2016.

64. (2016). Analyzing complex longitudinal data using feature extraction, network analysis, and

Markov modeling: Examples from cancer and obesity research. Biostatistics seminar, WFSM.

65. (2016). Projective item response model. International Meeting of the Psychometric Society (IMPS). July 2016, Ashville, NC.

66. (2017). Is a test sufficiently unidimensional and why 1D IRT will not work? International

Meeting of the Psychometric Society (IMPS). July 2017, Zurich, Switzerland.

67. (2017). Statistical methods for quantifying, testing, and modeling local dependency. Invited talk at the Fifth Conference on Statistical Methods in Psychometrics. Statistical Methods for Psychological and Educational Measurement. Department of Statistics, Columbia University. Nov 17-18, 2017. Columbia University, NYC.

68. (2018). Structural Equation Model: What, so what, and now what. Biostatistics seminar,

WFSM.

69. (2018). Having all your marbles and picking the best ones: MOST design in randomized clinical trials. Cancer Control and Prevention Seminar, WFSM.

70. (2018 April 9th). Residual covariance analysis in latent variable modeling. Invited talk at the Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill.

71. (2018 July 7-8) Invited speaker at Conference on Statistical Methods for Testing and Learning. Department of Statistics, Columbia University.

72. (2019 June 12) A new latent variable model for the analysis of partially ordered responses.

Invited session speaker at the International Chinese Statistics Association (ICSA), Raleigh, North Carolina.

73. (2019 July 27) Having all your marbles and then some: A CTSI-funded project for network

analysis. Invited presentation at the ACTStat (CTSI biostatisticians) meeting, Denver, CO.

74. (2019). Differential Item Functioning: Analysis of fixed effects DIF. International Meeting of the Psychometric Society (IMPS). July 2019, Santiago, Chile.

75. (2019 Planned) Does group network dynamic amplify group-based intervention? IGNITE

talk. 30th Anniversary of the Division of Public Health Sciences, WFSM. September,2019

MENTORING RELATIONSHIPS: Graduate Students 2009 Kevin Addison Master in CPTS Thesis Committee 2009 Joseph Skelton Master in CPTS Thesis Committee


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Current Position: Associate Professor, Pediatrics, WFSM 2012 Megan Irby Master in CPTS Thesis Committee Current Position: Research Associate, WFSM 2015 Andrea Doud Master in CPTS Thesis Committee Current Position: Med school student 2017- Mohsen Bahrami PhD student in radiology Thesis Committee Current Position: PhD student, Department of Radiology, WFSM 2017 Dalton Nichols Master in Exercise and Health Science, Wake Forest University Thesis Committee 2017-2019 Tyler Strachan PhD student, University of North Carolina, Greensboro Thesis Committee 2019 Mark Matechik Master in Exercise and Health Science, Wake Forest University Thesis Committee Faculty

2005 – 2006 Dr. Saturo, PhD., assistant professor Mentor, Department of Biostatistical Sciences 2008 – 2009 Dr. Wenke Hwang, PhD., assistant professor Primary Mentor, Department of Social Sciences & Health Policy 2005 – 2006 Dr. Stephanie Daniel, PhD., assistant professor Mentor (K-award), Department of Psychiatry and Behavioral Medicine 2009 – 2012 Dr. Joseph Skelton, MD, assistant professor Mentor (K-award), Department of Pediatrics 2010 – 2014 Dr. Kate Weaver, PhD, assistant professor Mentor (K-award), Department of Social Sciences and Health Policy 2011 Dr. Julie Williams, M.D., assistant professor Mentor (T32 fellow), Department of Geriatrics and Gerontology 2012 – 2016 Dr. Sabina Gesell, PhD., assistant professor Mentor (K-award), Department of Social Sciences and Health Policy 2013 Dr. Shyh-Huei Chen, PhD., Assistant research professor Mentoring Committee Chair, Department of Biostatistical Sciences 2013 – 2016 Dr. Matthew Corriere, M.D., assistant professor Mentor (K-award), Department of Vascular and Endovascular Surgery


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2014 – 2014 Dr. Jaime Bohl, M.D., assistant professor Mentor (JUMP Junior Faculty Mentoring Program), Department of

Surgery 2015 – 2018 Dr. John Salsman, PhD., associate professor Mentor, Department of Social Sciences and Health Policy 2016 – 2018 Dr. Stephanie Sohl (K-award), PhD., assistant professor Mentor, Department of Social Sciences and Health Policy 2016 – Present Dr. Callie Brown, M.D., assistant professor Mentor, Department of Pediatrics 2017 – Present Dr. Joseph Skelton, M.D., associate professor Mentor, Department of Pediatrics

2017 – Present Dr. Jaime Speiser, PhD., assistant professor Primary Mentor, KL2 Training award; Co-Mentor, K award (under

review), Department of Biostatistical Sciences

2017 – Present Dr. Parissa Ballad, PhD., assistant professor Mentor, Department of Family and Community Medicine 2018 – Present Dr. Amber Brooks, M.D., associate professor Mentor, Pepper Research Education Component (REC), Department of

Anesthesiology 2018- Present Dr. Jason Fanning, PhD., postdoc fellow Mentor of K application, Department of Health & Exercise Science, Wake

Forest University, and Department of Internal Medicine, Wake Forest School of Medicine

2018- Present Dr.Deepak Palakshappa, MD. Mentor of K23 application, Department of General Internal Medicine,

Wake Forest School of Medicine COMMUNITY ACTIVITIES AND SERVICE 2005 – 2007 Ardmore Church, Winston-Salem Teacher, Sunday School Chinese for youth 2009 – 2010 Career Center, Winston-Salem AP Statistics Project

Promotion of biostatistics through analysis of clinical data, supported by the American Statistical Association

New CV WF 092419 - Wake Forest Baptist Medical …...Curriculum Vitae NAME Edward (Eddie) Haksing...

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