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The Resource Analysis of longitudinal data / : Peter J. Diggle ... [et al.]

Analysis of longitudinal data / : Peter J. Diggle ... [et al.]

Label
Analysis of longitudinal data / : Peter J. Diggle ... [et al.]
Title
Analysis of longitudinal data /
Title remainder
Peter J. Diggle ... [et al.]
Contributor
Subject
Language
eng
Cataloging source
DLC
Illustrations
illustrations
Index
index present
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Diggle, Peter
  • Diggle, Peter
Series statement
Oxford statistical science series
Series volume
25
http://library.link/vocab/subjectName
  • Multivariate analysis
  • Time-series analysis
  • Longitudinal method
  • Life sciences
Label
Analysis of longitudinal data / : Peter J. Diggle ... [et al.]
Instantiates
Publication
Note
Rev. ed. of: Analysis of longitudinal data / Peter J. Diggle, Kung-Yee Liang, and Scott L. Zeger. 1994
Bibliography note
Includes bibliographical references (p. [349]-368) and index
Contents
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Design considerations.
  • p. 22
  • 3.
  • Exploring longitudinal data.
  • p. 33
  • 4.
  • General linear models for longitudinal data.
  • p. 54
  • 5.
  • Parametric models for covariance structure.
  • p. 81
  • 6.
  • Analysis of variance methods.
  • p. 114
  • 7.
  • Generalized linear models for longitudinal data.
  • p. 126
  • 8.
  • Marginal models.
  • p. 141
  • 9.
  • Random effects models.
  • p. 169
  • 10.
  • Transition models.
  • p. 190
  • 11.
  • Likelihood-based methods for categorical data.
  • p. 208
  • 12.
  • Time-dependent covariates.
  • p. 245
  • 13.
  • Missing values in longitudinal data.
  • p. 282
  • 14.
  • Additional topics.
  • p. 319
  • App.: Statistical background.
  • p. 337
  • Bibliography.
  • p. 349
  • Index.
  • p. 369
Control code
l82002030767
Dimensions
24 cm.
Edition
2nd ed
Extent
xv, 379 p.
Isbn
9780198524847
Lccn
2002030767
Other physical details
ill.
Label
Analysis of longitudinal data / : Peter J. Diggle ... [et al.]
Publication
Note
Rev. ed. of: Analysis of longitudinal data / Peter J. Diggle, Kung-Yee Liang, and Scott L. Zeger. 1994
Bibliography note
Includes bibliographical references (p. [349]-368) and index
Contents
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Design considerations.
  • p. 22
  • 3.
  • Exploring longitudinal data.
  • p. 33
  • 4.
  • General linear models for longitudinal data.
  • p. 54
  • 5.
  • Parametric models for covariance structure.
  • p. 81
  • 6.
  • Analysis of variance methods.
  • p. 114
  • 7.
  • Generalized linear models for longitudinal data.
  • p. 126
  • 8.
  • Marginal models.
  • p. 141
  • 9.
  • Random effects models.
  • p. 169
  • 10.
  • Transition models.
  • p. 190
  • 11.
  • Likelihood-based methods for categorical data.
  • p. 208
  • 12.
  • Time-dependent covariates.
  • p. 245
  • 13.
  • Missing values in longitudinal data.
  • p. 282
  • 14.
  • Additional topics.
  • p. 319
  • App.: Statistical background.
  • p. 337
  • Bibliography.
  • p. 349
  • Index.
  • p. 369
Control code
l82002030767
Dimensions
24 cm.
Edition
2nd ed
Extent
xv, 379 p.
Isbn
9780198524847
Lccn
2002030767
Other physical details
ill.

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