Linear and nonlinear models for the analysis of repeated measurements

書誌事項

Linear and nonlinear models for the analysis of repeated measurements

Edward F. Vonesh, Vernon M. Chinchilli

(Statistics : textbooks and monographs, v. 154)

M. Dekker, c1997

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注記

Bibliography: p. 523-546

Includes indexes

内容説明・目次

内容説明

Integrates the latest theory, methodology and applications related to the design and analysis of repeated measurement. The text covers a broad range of topics, including the analysis of repeated measures design, general crossover designs, and linear and nonlinear regression models. It also contains a 3.5 IBM compatible disk, with software to implement immediately the techniques.

目次

  • The MANOVA model
  • ANOVA and MANOVA for repeated measures
  • crossover experiments
  • the generalized multivariate analysis of variance (GMANOVA) model
  • linear mixed-effects models for repeated measurements
  • generalized nonlinear mixed-effects models
  • a summary of selected methods of estimation. Appendix: MIXNLIN 3.1.

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