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Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB by Wendy L. Martinez
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INTRODUCTION TO EXPLORATORY DATA ANALYSIS
Introduction to Exploratory Data Analysis
EDA AS PATTERN DISCOVERY
Dimensionality Reduction - Linear Methods
Dimensionality Reduction - Nonlinear Methods
Data Tours
Finding Clusters
Model-Based Clustering
Smoothing Scatterplots
GRAPHICAL METHODS FOR EDA
Visualizing Clusters
Distribution Shapes
Multivariate Visualization
APPENDIX A: PROXIMITY MEASURES
APPENDIX B: SOFTWARE RESOURCES FOR EDA
APPENDIX C: DESCRIPTION OF DATA SETS
APPENDIX D: INTRODUCTION TO MATLAB
APPENDIX E: MATLAB FUNCTIONS
CRC Press; Read online
Title: Exploratory Data Analysis with MATLAB
Author: Wendy L. Martinez; Angel Martinez; Jeffrey Solka
 
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