Verkauf durch Sack Fachmedien

Diggle / Heagerty / Liang

ANALYSIS LONGITUD DATA 2E OSSS

NCS P

Medium: Buch
ISBN: 978-0-19-967675-0
Verlag: Oxford University Press(UK)
Erscheinungstermin: 14.03.2013
Lieferfrist: bis zu 10 Tage

The first edition of Analysis for Longitudinal Data has become a classic. Describing the statistical models and methods for the analysis of longitudinal data, it covers both the underlying statistical theory of each method, and its application to a range of examples from the agricultural and biomedical sciences. The main topics discussed are design issues, exploratory methods of analysis, linear models for continuous data, general linear models for discrete
data, and models and methods for handling data and missing values. Under each heading, worked examples are presented in parallel with the methodological development, and sufficient detail is given to enable the reader to reproduce the author's results using the data-sets as an appendix. This second edition,
published for the first time in paperback, provides a thorough and expanded revision of this important text. It includes two new chapters; the first discusses fully parametric models for discrete repeated measures data, and the second explores statistical models for time-dependent predictors.


Produkteigenschaften


  • Artikelnummer: 9780199676750
  • Medium: Buch
  • ISBN: 978-0-19-967675-0
  • Verlag: Oxford University Press(UK)
  • Erscheinungstermin: 14.03.2013
  • Sprache(n): Englisch
  • Auflage: 2. Auflage 2013
  • Serie: Oxford Statistical Science Series
  • Produktform: Kartoniert
  • Gewicht: 605 g
  • Seiten: 400
  • Format (B x H x T): 156 x 234 x 21 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

1: Introduction
2: Design considerations
3: Exploring longitudinal data
4: General linear models
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
Appendix
Bibliography
Index