Cornerstone - camLine · Cornerstone covers the essentials of graphi-cal data analysis. Via...
Transcript of Cornerstone - camLine · Cornerstone covers the essentials of graphi-cal data analysis. Via...
Cornerstone 7
DoE, Six Sigma, and EDA
Cornerstone 7
www.camLine.com
Cornerstone data
analysis software
allows efficient
work to design
experiments
and explore
data, analyze
dependencies,
and find answers
you can act upon,
immediately,
interactively,
and without any
programming.
Statistics made for engineers
Cornerstone provides statistical techniques,
including DoE, regression, and multivariate
analysis. With a highly intuitive and inter-
active user interface, Cornerstone enables
engineers of multiple areas – i. e. teams
from manufacturing, research, develop-
ment, quality assurance, and educational
organizations – to fully exploit and apply
the potential of statistical data analysis.
The workmap concept gives an easy over-
view of the analysis workflow and allows
reuse for future data of same structure.
New dialogs, menus and functions are
possible with the Cornerstone Extension
Language (CEL). Also, Cornerstone allows
direct access to the R environment for
statistical computing and graphics. The
camLine real-time systems (LineWorks,
SPACE, XperiDesk, and InFrame Synpase
MES) are perfectly supplemented by Cor-
nerstone’s interactive data analysis and
process optimization capabilities.
Easy to use, compact and fast statistics tool
for engineers to
• Model DoEs and generate more knowl-
edge from experiments
• Analyze data (batch & interactive) from
multiple & diverse data sources
• Analyze data with astonishing graph
visualizations, workmap recording and
workflows, R integration and tools like
brushing, linked reference lines, curve
pasting,
www.camLine.com
“After first getting
used to Cornerstone,
the tool is very
profitable.”
Dr. Thomas Weig,
Development
Engineer,
OSRAM Opto
Semiconductors
GmbH (DE)
Cornerstone follows a consistent and smart approach
With Cornerstone, your analyzes are
always up to date. The consistent and in-
teractive linking of your data with subse-
quently derived graphs, analyses, results,
and reports is preserved, even when your
data changes or you switch to data sourc-
es of the same structure. You do not need
to program or execute any scripts. The
workmap is the script.
Cornerstone is particularly designed
to quickly sift and work through large
amounts of data. The computing power
provided will ensure that you can interac-
tively work with Cornerstone, efficiently.
In a wide range of applications, Corner-
stone will satisfy most engineers and
scientists needs. This does not require
complicated approaches. With a smart set
of generic statistical methods and graph
types, Cornerstone is remarkably efficient.
It supports your work at high quality.
In most cases, you do not need to leave
Cornerstone. You analyze dependencies
among data groups. You test hypotheses
and build predictive models. High lev-
el graphics and reports are immediately
suitable for presentations. Cornerstone will
help that all your decisions are based on
facts and your conclusions are substantiat-
ed by valid data analyses.
Both, novice and experts of statistics ben-
efit from Cornerstone’s modern and smart
approach through increased work efficien-
cy and minimized training time.
Cornerstone comes with user manuals as
textbooks that allow to quickly start with
the set of standard statistical methods. In
addition, the Cornerstone manuals are a
detailed guide, how to effectively imple-
ment these statistical methods with Cor-
nerstone. For all statistical objects, a direct
interpretational aid is available.
EngineeringAnalytics
www.camLine.com
You can take
advantage of
analysis workflows
from previous
projects and
quickly adapt them
to new problems.
Practical for daily use in engineering
• Lean user interface
• Powerful visualization capabilities
• Workmaps graphically document your
analyses workflow
• Report designer to present your data and
analyses results
Even without the application of a formal
statistical method, you already have mul-
tiple views on your data at the same time
that help to …
… find out dependencies,
… understand correlations,
… discover anomalies.
For example, to visualize the context of
selected points, you simply touch them in
a graph with the brushing tool. The data
will be highlighted correspondingly in all
affected graphs and datasets.
You can combine graphs with tabular
results and arrange them in final reports.
With only a few consistent graph types,
Cornerstone covers the essentials of graphi-
cal data analysis.
Via clipboard and with standard file for-
mats, you can export your analyses results
into other graphic tools and software
applications.
Access to data sources – Cornerstone
provides direct, transparent access to data
stored in remote database sources that are
accessible via ODBC with open access to
SQL code. Spreadsheet formats like Ex-
cel can be read as well as ASCII files. An
automatic reread of data from its source
is supported. Any number of files of same
column structure can be read into a single
dataset simultaneously. Drag & Drop of
Cornerstone datasets and workmaps accel-
erate data acquisition.
www.camLine.com
“The new designed
toolbars, menus, icons,
and shortcuts are very
useful.”
Dr. Thomas Bauer,
Key-Expert Data Mining
& Optimization, OSRAM
Opto Semiconductors
GmbH (DE)
Workmaps make your analysis process-
es reusable – As you analyze data with
Cornerstone, the workmap automatically
records each step of your analysis pro-
cess in the appropriate order. A workmap
contains all the individual analyses steps,
data and derived data, subsets, presentation
styles, tables, graphs, analyses objects, and
reports.
The workmap window shows all the in-
dividual components in the form of icons
linked by arrows. The arrows visualize the
data flow and the dependencies of datasets,
analyses, graphs, and the final reports.
Workmaps and their components can be
processed further. In general, they are
reusable, i. e. generically applicable. No
scripting language is necessary in Corner-
stone since this is an intrinsic function of
the workmap. Different Cornerstone files
can be merged into a single workmap.
Workmaps visualize your analyses
workflow by connected live elements.
Cornerstone’s graphs are often the starting
point for analysis and discovery. Corner-
stone integrates data access, visualization,
analysis, and presentation in one package.
• Workmaps automatically record each
step in your analysis process
• Workmaps display your datasets, graphs,
and analysis objects
• Diagrams show where the different
graphs, tables, and analysis objects are
derived from
• Many datasets can be read into a single
Workmap
• Graphs can be joined even if they come
from different datasets
Workmaps visualize your analyses workflow
EngineeringAnalytics
www.camLine.com
“The icons are
very helpful and
understandable.”
Josef Betschart,
Consultant (CH)
• Apply Design of Experiments (DoE)
• Perform technical Data Analyses
• Model & optimize processes
• Capture workflow for reuse
• Present data at high-quality
• Use extensive statistical functions
• Accomplish these tasks specifically and
in record speed
• Build your own application with the
Cornerstone Extension Language (CEL)
Cornerstone extension language (CEL)
• Customize Cornerstone particularly
to your specific needs – for a flexible
extension of the standard functional-
ity, Cornerstone also includes an own
integrated, object-oriented development
environment.
• You can use Cornerstone Extension
Language (CEL) to create applications,
new dialogs, menus, and other analysis
functions.
• The open architecture, coupled with
CEL, allows you to meet specific require-
ments of your organization. Or you inte-
grate Cornerstone’s exceptional capabili-
ties with other software applications.
Design, explore, and analyze data
www.camLine.com
“Extremely
practical and useful.
Cornerstone saves
us a lot of manual
work when creating
reports.”
Joachim Sudbrock,
Product Engineering,
OSRAM Opto
Semiconductors
GmbH (DE)
• Engineer oriented execution of statis-
tics tasks without being burdened with
statistics details
• Reducing the amount of experiments via
statistically optimized experiment plans
• Optimizing your executed experiments
via structured planning, data collection,
and result analysis
• Automatic capturing compact, reusable
workflows
• Easy and fast correlation detection in the
data
• Fast finding of a usable process model
Gain more information with less effort by
better usability to
• Understand results quickly and easily
• Benefit from example use cases of others
Save time an money
EngineeringAnalytics
www.camLine.com
Cornerstone
provides the
necessary
statistical methods
compact and clear
to engineers.
Cornerstone’s core functions
The Design of Experiments (DoE) compo-
nent contains a step-by-step guide to suc-
cessfully perform designed experiments.
DoE supports advanced techniques like
constraints in design space, inclusion runs,
accessible candidate set for algorithmic
designs, methods to perform robustness
(Taguchi) or mixture designs.
The Regression component also covers
ANOVA methods and helps to model and
improve your process on study. No differ-
ence is made in handling DoE or historical
data. You create and refine models that
describe one or multiple responses as a
function of one or more either scaled or
categorical predictors. Cornerstone sup-
ports all features like arbitrary high order
expansion, stepwise regression, Box-Cox
transformation, residual analysis in an
unsurpassed compact workflow.
MANOVA offers analyses techniques to
compare groups based on multivariate
data. You can investigate, whether the
groups are different and how the differenc-
es are determined by the analyzed vari-
ables. Use MANOVA also for discriminant
analysis.
Principal Components Analysis is a tech-
nique for reducing the number of variables
needed to represent the dependencies in
your data. It is also a preliminary step for
regression analysis in case of correlated
predictors that otherwise cannot be ade-
quately analyzed (regression on principal
components). This direct combination of
both steps is supported.
The R-Integration gives you access to all
functions of the R environment for statisti-
cal computing and graphics.
Cornerstone
Design ofExperiments
DoE
DiscriminantAnalysis
MANOVA
SummaryStatistics
& Tests
StatisticalProcess Control
Control Charts
Regression&
ANOVA
Correlations
PrincipalComponents
ExplorativeData Analysis
Linked Brushing
DistributionFitting &
Process Capability
Data Acquisition&
Manipulation
CornerstoneExtension
Language (CEL)
Interface
Integration
& Linking
www.camLine.com
The menu design
leads downright
according to the
sequence of typical
analysis steps.
Explorative Data Analysis Tools such as
interactive graphs with brushing or label-
ing, support your work practically before
you need to consider inferential statistical
methods.
Summary Statistics & Test – Create statis-
tics (mean, median, standard-deviation
etc.) with confidence bands. Grouping
allows comparisons and data aggregation.
Standard Tests (i. e. normal distribution,
comparison of means and variances) per-
form basic statistical inference.
Statistical Process Control is a powerful
tool for monitoring your actual produc-
tion process, identifying assignable causes
for quality deviations. You create control
charts for overseeing and improving your
processes
Distribution Fitting & Capability – You can
interactively fit distribution models to your
data. Process capability indexes like Cp and
Cpk quantify the quality of your processes
to fulfill customers requirements.
Six Sigma & Kaizen – For these concepts of
process improvement the Cornerstone ap-
proach intentionally addresses the level of
engineers’ tasks. Its smart concept is clearly
results-oriented. It shortens both training
times, as well as the overall analyses efforts
to achieve meaningful results.
EngineeringAnalytics
www.camLine.com
“I like CS7 very much!
Very convenient!
The best of the new
Cornerstone version
are the symbols!”
Bernhard Wagner
Packaging Technology,
Engineering Pharma
Service,
Robert Bosch GmbH
• Complete review of user interface
(Icons for all commands, free icon menus, shortcuts)
• Simultaneous MS Word/PowerPoint export
for many graphs and datasets with templates
• Cornerstone Workmap can be linked to
MS Office applications
• Graphic elements with property windows
• Sweetspot plot and desirability graph in regression
• Constraints shown in predicted response graph
in regression
• Preference editor now within Cornerstone
• Many small improvements in specific details
Highlights of Cornerstone 7
www.camLine.com
Workmap
Dataset
Graphs
Graphtools
Analysis
MANOVA
DoE
Regression
Principal Components
CONTACT CAMLINE [email protected] +49 (0) 8137 935-0
PLATFORMS www.camline.com/en/camline/
platforms.html
CAMLINE HOMEPAGE www.camLine.com
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