This book will serve as a reference book for graduate students and researchers in statistics. Written by a leading researcher in the field, it discusses advanced topics in the area of linear models.

presents a collection of methodologies formulated and developed in the framework of linear models

Inhalt
1 Multivariate Linear Models.- 2 Discrimination and Allocation.- 3 Principal Components and Factor Analysis.- 4 Frequency Analysis of Time Series.- 5 Time Domain Analysis.- 6 Linear Models for Spatial Data: Kriging.- 7 Nonparametric Regression.- 8 Response Surface Maximization.- References.- Author Index.