ABSTRACT

Since the publication of the bestselling first edition, many advances have been made in exploratory data analysis (EDA). Covering innovative approaches for dimensionality reduction, clustering, and visualization, Exploratory Data Analysis with MATLAB, Second Edition uses numerous examples and applications to show how the methods are used in practic

part |2 pages

Part I: Introduction to Exploratory Data Analysis

chapter 1|26 pages

Introduction to Exploratory Data Analysis

part |2 pages

Part II: EDA as Pattern Discovery

chapter 4|30 pages

Data Tours

chapter 5|50 pages

Finding Clusters

chapter 6|42 pages

Model-Based Clustering

chapter 7|52 pages

Smoothing Scatterplots

part |10 pages

Part III: Graphical Methods for EDA

chapter 8|26 pages

Visualizing Clusters

chapter 9|38 pages

Distribution Shapes

chapter 10|52 pages

Multivariate Visualization