一本不错的数理统计参考书-Generalized, Linear, and Mixed Models

braveheart2005

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收藏 2011-03-16

010 Generalized, Linear, and Mixed Models 论坛上貌似有一本2005年最新版
我这个是2000出的老版
虽然是版本早了点，但是我觉得内容不老
值得参考

我在学面板数据时，发现的
论坛币不多了，大家顺便捐我几个子就行了

McCUlloch. Charles E.
Generalized. linear, and mixed models f Charles E. McCulloch. Shayle R. Searle.
p. cm. - (Wiley series in probability and statistics. Texts and references section)
Includes bibliographical references and index.
ISBN 0-471-19364-X (cloth: alk. paper)
I. linear models (Statistics). I. Searle, S. R. (Shayle R.), 1928-. II. Title. Ill. Wiley
series in probability and statistics. Texts and references section.

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010 Generalized, Linear, and Mixed Models.pdf

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braveheart2005

2011-3-16 11:08:39

PREFACE xix
1 INTRODUCTION 1
2 ONE-WAY CLASSIFICATIONS 28
3 SINGLE-PREDICTOR REGRESSION 71
4 LINEAR MODELS (LMs) 113
5 GENERALIZED LINEAR MODELS (GLMs) 135
6 LINEAR MIXED MODELS (LMMs) 156
7 LONGITUDINAL DATA 187
8 GLMMs 220
9 PREDICTION 247
10 COMPUTING 263
11 NONLINEAR MODELS 286
APPENDIX M: SOME MATRIX RESULTS 291
APPENDIX S: SOME STATISTICAL RESULTS 300
REFERENCES 311
INDEX 321