End Matter
References
End Matter
References
References
Visualizing Multivariate Data and Models in R
Preface
Author
Orienting Ideas
Warm-up Exercises
1
Introduction
2
Getting Started
Exploratory Methods
3
Plots of Multivariate Data
4
Dimension Reduction
Univariate Linear Models
5
Overview of Linear models
6
Plots for Univariate Response Models
7
Topics in Linear Models
8
Collinearity & Ridge Regression
Multivariate Linear Models
9
Hotelling’s
\(T^2\)
10
Multivariate Linear Models
11
Visualizing Multivariate Models
12
Visualizing Equality of Covariance Matrices
13
Multiviate Influence and Robust Estimation
14
Case Studies
End Matter
Colophon
References
Colophon