General methods for analysing repeated measures

Research output: Contribution to journalArticlepeer-review

Abstract

We present an overview of issues and methods for analysing repeated measures of a continuous random variable. We discuss modelling the mean vector and covariance structure, statistical efficiency, regression diagnostics, and discrepancies between longitudinal and cross‐sectional methods. We illustrate key points with examples and discuss areas requiring further development.

Original languageEnglish (US)
Pages (from-to)29-45
Number of pages17
JournalStatistics in Medicine
Volume7
Issue number1-2
DOIs
StatePublished - 1988
Externally publishedYes

Keywords

  • Correlated errors
  • Dropout bias
  • Longitudinal data
  • Repeated measures

ASJC Scopus subject areas

  • Epidemiology
  • Statistics and Probability

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