Analysis of longitudinal data: random coefficient regression modelling.

@article{Rutter1994AnalysisOL,
  title={Analysis of longitudinal data: random coefficient regression modelling.},
  author={Carolyn Rutter and Robert M. Elashoff},
  journal={Statistics in medicine},
  year={1994},
  volume={13 12},
  pages={
          1211-31
        }
}
We review random coefficient regression (RCR) models and methods for fitting these models from an applications perspective. Methods for data with exponential family distributions are presented with the Gaussian distribution as a special case. Attention is given to interpretation of fixed effects and the correlation structures implied by RCR models. Estimation methods are presented wtih computational approaches. Problems associated with testing fixed effects include accurate variance estimation… CONTINUE READING
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