Kendall's Advanced Theory of Statistics; Volume 2A: Classical Inference and the Linear Model

by Alan Stuart; J. Keith Ord; Steven Arnold

• ISBN13: 9780340662304
• ISBN10: 0340662301
• Edition: 6th
• Format: Hardcover
• Copyright: 1999-04-08
• Publisher: Hodder Education Publishers

Summary

This new edition of the classic statistical book Classical Inference and Relationship completes the current three-volume set of Kendall's Advanced Theory of Statistics. It has been fully revised and expanded to over 800 pages, representing the state of the art in classical statistical inference.

Author Biography

Alan Stuart is former Professor of Statistics at the London School of Economics

J. Keith Ord is Professor of Management Science and Statistics at Pennsylvania State University

Steven Arnold is Associate Professor of Statistics at Pennsylvania State University

Table of Contents

Preface to the Sixth Edition	xiii
List of Examples	xv
Glossary of Abbreviations	xxi
Estimation and Sufficiency	1	(45)
Estimation: Maximum Likelihood and Other Methods	46	(71)
Interval Estimation	117	(53)
Tests of Hypotheses: Simple Null Hypotheses	170	(27)
Tests of Hypotheses: Composite Hypotheses	197	(41)
Likelihood Ratio Tests and Test Efficiency	238	(52)
Invariance and Equivariance	290	(60)
Sequential Methods	350	(37)
Tests of Fit	387	(41)
Comparative Statistical Inference	428	(38)
Statistical Relationship: Linear Regression and Correlation	466	(44)
Partial and Multiple Correlation	510	(28)
The General Linear Model	538	(38)
Fixed Effects Analysis of Variance	576	(83)
Other Analysis of Variance Models	659	(76)
Analysis and Diagnostics for the Linear Model	735	(64)
Appendix Tables	799	(12)
References	811	(49)
Index of Examples in Text	860	(1)
Author Index	861	(10)
Subject Index	871