Regression Trees Versus Stepwise Regression

57
UNF Digital Commons UNF eses and Dissertations Student Scholarship 1992 Regression Trees Versus Stepwise Regression Mary Christine Jacobs University of North Florida is Master's esis is brought to you for free and open access by the Student Scholarship at UNF Digital Commons. It has been accepted for inclusion in UNF eses and Dissertations by an authorized administrator of UNF Digital Commons. For more information, please contact  j.t.bowen@u nf.edu . © 1992 All Rights Reserved Recommended Citation  Jacobs, Mary Christine, "Regressi on T rees V ersus Step wise Regression" (1992). UNF Teses and Dissertations. Paper 145. hp://digitalcommons.unf.edu/etd/145

Transcript of Regression Trees Versus Stepwise Regression

Page 1: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 1/57

http://digitalcommons.unf.edu/
mailto:[email protected]
http://digitalcommons.unf.edu/student_scholars
http://digitalcommons.unf.edu/etd
http://digitalcommons.unf.edu/
http://digitalcommons.unf.edu/
http://digitalcommons.unf.edu/
Page 2: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 2/57

Page 3: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 3/57

Page 4: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 4/57

Page 5: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 5/57

Page 6: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 6/57

Page 7: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 7/57

Page 8: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 8/57

Page 9: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 9/57

Page 10: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 10/57

Page 11: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 11/57

Page 12: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 12/57

Page 13: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 13/57

Page 14: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 14/57

Page 15: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 15/57

Page 16: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 16/57

Page 17: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 17/57

Page 18: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 18/57

Page 19: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 19/57

Page 20: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 20/57

Page 21: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 21/57

Page 22: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 22/57

Page 23: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 23/57

Page 24: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 24/57

Page 25: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 25/57

Page 26: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 26/57

Page 27: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 27/57

Page 28: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 28/57

Page 29: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 29/57

Page 30: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 30/57

Page 31: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 31/57

Page 32: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 32/57

Page 33: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 33/57

Page 34: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 34/57

Page 35: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 35/57

Page 36: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 36/57

Page 37: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 37/57

Page 38: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 38/57

Page 39: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 39/57

Page 40: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 40/57

Page 41: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 41/57

Page 42: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 42/57

Page 43: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 43/57

Page 44: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 44/57

Page 45: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 45/57

Page 46: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 46/57

Page 47: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 47/57

Page 48: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 48/57

Page 49: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 49/57

Page 50: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 50/57

Page 51: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 51/57

Page 52: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 52/57

Page 53: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 53/57

Page 54: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 54/57

Page 55: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 55/57

Page 56: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 56/57

Page 57: Regression Trees Versus Stepwise Regression

8/10/2019 Regression Trees Versus Stepwise Regression

http://slidepdf.com/reader/full/regression-trees-versus-stepwise-regression 57/57


CON STEPWISE MULTIPLE LINEAR REGRESSIONdtic.mil/dtic/tr/fulltext/u2/658674.pdf · CON STEPWISE MULTIPLE LINEAR REGRESSION by ... Theorem on Stepwise Multiple Lineal- Regression ..

CON STEPWISE MULTIPLE LINEAR REGRESSIONdtic.mil/dtic/tr/fulltext/u2/658674.pdf · CON STEPWISE MULTIPLE LINEAR REGRESSION by ... Theorem on Stepwise Multiple Lineal- Regression ..

Stepwise versus Hierarchical Regression: Pros and … head: Stepwise versus Hierarchal Regression Stepwise versus Hierarchical Regression: Pros and Cons Mitzi Lewis University of North

Stepwise versus Hierarchical Regression: Pros and … head: Stepwise versus Hierarchal Regression Stepwise versus Hierarchical Regression: Pros and Cons Mitzi Lewis University of North

Stepwise Formation Constants of Complex Ions · tion and the K, values, stepwise formation constants, a plot of a versus log NH, yields the formation curve which allows estimates

Stepwise Formation Constants of Complex Ions · tion and the K, values, stepwise formation constants, a plot of a versus log NH, yields the formation curve which allows estimates

Parametric versus semi nonparametric parametric regression models

Parametric versus semi nonparametric parametric regression models

Risk Assessment for CO2 Sequestration- Uncertainty ...egon.cheme.cmu.edu/esi/docs/pdf/esi2012_YanZhang.pdfReverse of Nataf transformation ! Model output evaluations ! Stepwise regression

Risk Assessment for CO2 Sequestration- Uncertainty ...egon.cheme.cmu.edu/esi/docs/pdf/esi2012_YanZhang.pdfReverse of Nataf transformation ! Model output evaluations ! Stepwise regression

Solving Stepwise Regression Problems

Solving Stepwise Regression Problems

Stepwise Regression

Stepwise Regression

Shirly Ronen - Agile defect management - Functional Defects versus Regression Defects

Shirly Ronen - Agile defect management - Functional Defects versus Regression Defects

Using full models, stepwise regression and model selection ...

Using full models, stepwise regression and model selection ...

Droplet breakup mechanisms: Stepwise equilibrium versus ...

Droplet breakup mechanisms: Stepwise equilibrium versus ...

Parametric versus Semi and Nonparametric Regression ModelsParametric versus Semi and Nonparametric Regression Models Hamdy F. F. Mahmoud1;2 1 Department of Statistics, Virginia Tech,

Parametric versus Semi and Nonparametric Regression ModelsParametric versus Semi and Nonparametric Regression Models Hamdy F. F. Mahmoud1;2 1 Department of Statistics, Virginia Tech,

Stepwise Logistic Regression - Lecture for Students /Faculty of Mathematics and Informatics

Stepwise Logistic Regression - Lecture for Students /Faculty of Mathematics and Informatics

A BEST MODEL ON MULTIPLE LINEAR REGRESSION2001/12/20  · 2.2. Stepwise Regression Method The stepwise regression method generally consists of forward selection and backward elimination

A BEST MODEL ON MULTIPLE LINEAR REGRESSION2001/12/20  · 2.2. Stepwise Regression Method The stepwise regression method generally consists of forward selection and backward elimination

FSR Methods for Second-Order Regression Modelsboos/papers/csda_jan12_2011.pdf · α-to-enter to use with stepwise forward regression. In this paper, we apply Fast FSR methodology

FSR Methods for Second-Order Regression Modelsboos/papers/csda_jan12_2011.pdf · α-to-enter to use with stepwise forward regression. In this paper, we apply Fast FSR methodology

Package ‘FactorsR’ · quant2 Higher quantile for removing outliers. stepwise If TRUE applies a stepwise regression to eliminate those variables that are not significant in the

Package ‘FactorsR’ · quant2 Higher quantile for removing outliers. stepwise If TRUE applies a stepwise regression to eliminate those variables that are not significant in the

mrlouber.files.wordpress.com€¦  · Web view · 2017-09-03While Exploratory Regression is like the Stepwise Regression method, ... Ordinary Least Squares is a method for estimating

mrlouber.files.wordpress.com€¦  · Web view · 2017-09-03While Exploratory Regression is like the Stepwise Regression method, ... Ordinary Least Squares is a method for estimating

Solar radiation modeling based on stepwise regression ...

Solar radiation modeling based on stepwise regression ...

Slide 1 Stepwise Binary Logistic Regression. Slide 2 Stepwise Binary Logistic Regression - 1 Stepwise binary logistic regression is very similar to.

Slide 1 Stepwise Binary Logistic Regression. Slide 2 Stepwise Binary Logistic Regression - 1 Stepwise binary logistic regression is very similar to.

A STEPWISE REGRESSION METHOD AND CONSISTENT MODEL ...

A STEPWISE REGRESSION METHOD AND CONSISTENT MODEL ...

Deep Regression versus Detection for Counting in Robotic ...

Deep Regression versus Detection for Counting in Robotic ...