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

Jiang, Jiming

ISBN 10: 1498700446 / ISBN 13: 9781498700443

Edité par Chapman and Hall/CRC, 2017

A propos de cet article

N° de réf. du vendeur 389422385

Détails bibliographiques

• Titre: Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
• Éditeur: Chapman and Hall/CRC
• Date de parution: 2017
• Langue: anglais
• ISBN à 10 chiffres: 1498700446
• ISBN à 13 chiffres: 9781498700443
• Reliure: Couverture rigide
• État de l'article: New

A propos de ce titre

Synopsis

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.

À propos de l?auteur

Jiming Jiang, University of California, Davis, USA