Analysis of longitudinal data

Analysis of longitudinal data

by Diggle, Peter J.

Type Book
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Title Statements

  • Full title :Analysis of longitudinal data / Peter J. Diggle, Patrick J. Heagerty, Kung-Yee Liang and Scott L. Zeger.

Edition Statements

  • Publication Date:©2002.
  • Edition:2nd ed

Publication Statements

Notes

1ere édition par Peter J. Diggle, Kung-Yee Liang et Scott L. Zeger.

The Physical Object

  • Description:xv, 379 pages : : illustrations, graphique

Edition Identifiers

  • ISBN:0198524846, 9780198524847
  • oclc:ocn301668162
  • LC Classification:QA278 A532n 2002
  • Dewey Decimal:519.535

Table of Contents

1. Introduction -- 2. Design considerations -- 3. Exploring longitudinal data -- 4. General linear models for longitudinal data -- 5. Parametric models for covariance structure -- 6. Analysis of variance methods -- 7. Generalized linear models for longitudinal data -- 8. Marginal models -- 9. Random effects models -- 10. Transition models -- 11. Likelihood-based methods for categorical data -- 12. Time-dependent covariates -- 13. Missing values in longitudinal data -- 14. Additional topics.

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