Page 7 - Computational Statistics Handbook with MATLAB

Table of Contents ix

4.5 MATLAB Code
4.6 Further Reading
Exercises

Chapter 5
Exploratory Data Analysis
5.1 Introduction
5.2 Exploring Univariate Data
Histograms
Stem-and-Leaf
Quantile-Based Plots - Continuous Distributions
Q-Q Plot
Quantile Plots
Quantile Plots - Discrete Distributions
Poissonness Plot
Binomialness Plot
Box Plots
5.3 Exploring Bivariate and Trivariate Data
Scatterplots
Surface Plots
Contour Plots
Bivariate Histogram
3-D Scatterplot
5.4 Exploring Multi-Dimensional Data
Scatterplot Matrix
Slices and Isosurfaces
Star Plots
Andrews Curves
Parallel Coordinates
Projection Pursuit
Projection Pursuit Index
Finding the Structure
Structure Removal
Grand Tour
5.5 MATLAB Code
5.6 Further Reading
Exercises

Chapter 6
Monte Carlo Methods for Inferential Statistics
6.1 Introduction
6.2 Classical Inferential Statistics
Hypothesis Testing
Confidence Intervals
6.3 Monte Carlo Methods for Inferential Statistics

© 2002 by Chapman & Hall/CRC