Re: [R] [OT] good reference for mixed models and EM algorithm

From: Murray Jorgensen <>
Date: Tue, 12 Feb 2008 09:58:26 +1300


as well as P & B can I recommend

McCullogh CE, Searle SR (2000), Generalized, Linear, and Mixed Models, Wiley

I also found

Data analysis using regression and multilevel/hierarchical models by Andrew Gelman and Jennifer Hill.
  Cambridge ; New York : Cambridge University Press, 2007.

useful although it takes a Bayesian rather than EM approach.

Cheers, Murray

Dr Murray Jorgensen
Department of Statistics, University of Waikato, Hamilton, New Zealand
Email:                                Fax 7 838 4155
Phone  +64 7 838 4773 wk    Home +64 7 825 0441    Mobile 021 1395 862

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