Generalized Linear Models

✍ Scribed by P. McCullagh, J. A. Nelder (auth.)

• Publisher: Springer US
• Year: 1983
• Tongue: English
• Leaves: 274
• Series: Monographs on Statistics and Applied Probability
• Category: Library

✦ Table of Contents

Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-14
An outline of generalized linear models....Pages 15-34
Models for continuous data with constant variance....Pages 35-71
Binary data....Pages 72-100
Polytomous data....Pages 101-126
Log-linear models....Pages 127-148
Models for data with constant coefficient of variation....Pages 149-167
Quasi-likelihood models....Pages 168-180
Models for survival data....Pages 181-192
Models with additional non-linear parameters....Pages 193-208
Model checking....Pages 209-221
Further topics....Pages 222-227
Back Matter....Pages 229-261