Software
GAP
GAP is a java-designed software for generalized association plots (Chen, 2002) and exploratory data analysis.It is programmed for the java runtime environment 1.4, which is available for most operating systems.
Generalized Association Plots
- Various seriation algorithms (Clustering Analysis) and display conditions
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GAP with Covariate Adjusted
- Within And Between Analysis (WABA)
- Partial Correlation Analysis
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GAP with Nonlinear Association Analysis
- ISOMAP
- Kernel Transformation
- GAP with Missing Value Imputation
Statistical Plots
- Histogram
- 2D Scatterplot
- 3D Scatterplot (rotatable)
Software Released
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Package Download
- GAP (continuous, binary, ordinal): https://maokao.idv.tw/software/GAP64.zip
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Online demo
- GAP (continuous, binary, ordinal): https://maokao.github.io/GAPOnline/
cGAP
cGAP is a java-designed software for categorical generalized association plots and exploratory data analysis.It is programmed for the java runtime environment 1.8, which is available for most operating systems.
Software Released
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Package Download
- cGAP (categorical): https://maokao.idv.tw/software/cGAP64.zip
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Online demo
- cGAP (categorical): https://maokao.github.io/cGAPOnline/
iGAP
iGAP is a java-designed software for interval generalized association plots and exploratory data analysis.It is programmed for the java runtime environment 1.8, which is available for most operating systems.
Software Released
-
Package Download
- iGAP (symbolic-interval): https://maokao.idv.tw/software/iGAP64.zip
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Online demo
- iGAP (symbolic-interval): https://maokao.github.io/iGAPOnline/
CartoGAP
A package for cartography data analysis and researches based on GAP.
(under development)
GAPLite
Generalized Association Plots in .NET version, an interactive environment for visualizing statistical information embedded in raw data matrices and proximity matrices for variables and subjects.
GAP-Lite v0.1 Windows XP/2000
Feature
- Various kinds of similarity/dissimilarity measure
- 2Hierarchical Clustering
- Dotplot Side-by-side
- Histogram
- Sufficient Graphs
GAP3D
GAP3D is a web-based system for three-dimensional data cube visualization built upon generalized association plots.
It provides interactive features to support exploratory data analysis of high-dimensional datasets.
Software Released
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Online demo
- 3D GAP (Cube-based): https://maokao.github.io/GAP3D/
Other Softwares
SIRCTAn interactive classification-tree builder and viewer guided by Sliced Inverse Regression. (Joint with Ker-Chau Li.)
MDS-viewerAn interactive diagnosing system for Multidimensional Scaling