Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

Jiming Jiang

ISBN 10: 1498700446 / ISBN 13: 9781498700443

Editore: Chapman and Hall/CRC, 2017

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Titolo: Asymptotic Analysis of Mixed Effects Models:...

Casa editrice: Chapman and Hall/CRC

Data di pubblicazione: 2017

Legatura: Hardcover

Condizione: New

Descrizione articolo

Riassunto:

Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account of asymptotic analysis of mixed effects models.

The monograph is suitable for researchers and graduate students who wish to learn about asymptotic tools and research problems in mixed effects models. It may also be used as a reference book for a graduate-level course on mixed effects models, or asymptotic analysis.

Informazioni sull?autore:

Jiming Jiang, University of California, Davis, USA