Random-effects models for longitudinal data.

@article{Laird1982RandomeffectsMF,
  title={Random-effects models for longitudinal data.},
  author={Nan M. Laird and James H. Ware},
  journal={Biometrics},
  year={1982},
  volume={38 4},
  pages={963-74}
}
Models for the analysis of longitudinal data must recognize the relationship between serial observations on the same unit. Multivariate models with general covariance structure are often difficult to apply to highly unbalanced data, whereas two-stage random-effects models can be used easily. In two-stage models, the probability distributions for the response vectors of different individuals belong to a single family, but some random-effects parameters vary across individuals, with a… CONTINUE READING
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Extension of the GaussMarkov theorem to include the estimation of random effects

D. A. Harville
Annals of Statistics • 1976
View 6 Excerpts
Highly Influenced

Maximum likelihood approaches to variance component estimation and to related problems

D. A. Harville
Journal of the American Statistical Association • 1977
View 5 Excerpts
Highly Influenced

Growth curves

J. H. Ware
Encyclopedia of Statistical Sciences • 1983
View 1 Excerpt

Computation of variance components using the EM algorithm

N. M. Laird
Journal of Statistical Computation and Simulation • 1982

Estimation in covariance component models

A. P. Dempster, D. B. Rubin, R. K. Tsutakawa
Journal of the American Statistical Association • 1981
View 2 Excerpts

A Bayesian approach to growth curves

T. Fearn
Biometrika • 1975
View 1 Excerpt

Missing values in multivariate analysis

R. J. A. Little
Jounzal of the Royal Statistical Society , Series B • 1975
View 1 Excerpt

Bayesian inference for variance components using only error contrasts

D. A. Harville
Biometrika • 1974
View 1 Excerpt

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