20  Modeling Longitudinal Responses using Generalized Least Squares

20.1 Methods to use for repeated measurements/serial data

  • Repeated measures ANOVA–> DO NOT USE IT
  • GEE–> Not robust
  • Mixed Effects models
  • Generalized least squares (GLS)
  • Markov models–> natural and
  • Last Observation Carried Forward (LOCF)–> Disaster model. Do not use it