Introduction to general and generalized linear models / by Henrik Madsen and Poul Thyregod.

Format:

Book

Author/Creator:

Madsen, Henrik, 1955- author.

Thyregod, Poul, author.

Series:

Texts in statistical science.

Chapman & Hall/CRC Texts in Statistical Science

Language:

English

Subjects (All):

Linear models (Statistics).

Generalized estimating equations.

Physical Description:

1 online resource (307 p.)

Edition:

First edition.

Place of Publication:

Boca Raton, FL : CRC Press, an imprint of Taylor and Francis, 2010.

Language Note:

English

Summary:

Bridging the gap between theory and practice for modern statistical model building, Introduction to General and Generalized Linear Models presents likelihood-based techniques for statistical modelling using various types of data. Implementations using R are provided throughout the text, although other software packages are also discussed. Numerous examples show how the problems are solved with R.

Contents:

Cover; Title; Copyright; Contents; Preface; CHAPTER 1: Introduction; CHAPTER 2: The likelihood principle; CHAPTER 3: General linear models; CHAPTER 4: Generalized linear models; CHAPTER 5: Mixed effects models; CHAPTER 6: Hierarchical models; CHAPTER 7: Real life inspired problems; APPENDIX A: Supplement on the law of error propagation; APPENDIX B: Some probability distributions; APPENDIX C: List of symbols; Bibliography

Notes:

Description based upon print version of record.

Includes bibliographical references.

Description based on print version record.

ISBN:

0-429-11170-3

1-4398-9114-1

9780429111709

OCLC:

908079477