Multivariate generalized linear mixed models using R
Berridge, Damon M.
Multivariate generalized linear mixed models using R [electronic resource] / Damon M. Berridge, Robert Crouchley. - Boca Raton, Fla. : CRC Press, 2011. - xxiii, 280 p. : ill.
"A Chapman & Hall book."
Includes bibliographical references (p. 249-257) and indexes.
1. Introduction -- 2. Generalized linear models for continuous/interval scale data -- 3. Generalized linear models for other types of data -- 4. Family of generalized linear models -- 5. Mixed models for continuous/interval scale data -- 6. Mixed models for binary data -- 7. Mixed models for ordinal data -- 8. Mixed models for count data -- 9. Family of two-level generalized linear models -- 10. Three-level generalized linear models -- 11. Models for multivariate data -- 12. Models for duration and event history data -- 13. Stayers, non-susceptibles and endpoints -- 14. Handling initial conditions/state dependence in binary data -- 15. Incidental parameters : an empirical comparison of fixed effects and random effects models.
Mode of access: World Wide Web.
9781439813270 (ebook : PDF)
Multivariate analysis.
Electronic books.
Multivariate generalized linear mixed models using R [electronic resource] / Damon M. Berridge, Robert Crouchley. - Boca Raton, Fla. : CRC Press, 2011. - xxiii, 280 p. : ill.
"A Chapman & Hall book."
Includes bibliographical references (p. 249-257) and indexes.
1. Introduction -- 2. Generalized linear models for continuous/interval scale data -- 3. Generalized linear models for other types of data -- 4. Family of generalized linear models -- 5. Mixed models for continuous/interval scale data -- 6. Mixed models for binary data -- 7. Mixed models for ordinal data -- 8. Mixed models for count data -- 9. Family of two-level generalized linear models -- 10. Three-level generalized linear models -- 11. Models for multivariate data -- 12. Models for duration and event history data -- 13. Stayers, non-susceptibles and endpoints -- 14. Handling initial conditions/state dependence in binary data -- 15. Incidental parameters : an empirical comparison of fixed effects and random effects models.
Mode of access: World Wide Web.
9781439813270 (ebook : PDF)
Multivariate analysis.
Electronic books.