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Asymptotic Analysis of Mixed Effects Models
Theory, Applications, and Open Problems
Taschenbuch von Jiming Jiang
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Jiming Jiang, University of California, Davis, USA

Inhaltsverzeichnis

Introduction

Asymptotic Analysis of Linear Mixed Models

Asymptotic Analysis of Generalized Linear Mixed Models

Small Area Estimation

Asymptotic Analysis in OtherMixed Effects Models

Bibliography

Index

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032096773
ISBN-10: 1032096772
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Jiang, Jiming
Hersteller: Chapman and Hall/CRC
Maße: 229 x 152 x 15 mm
Von/Mit: Jiming Jiang
Erscheinungsdatum: 30.06.2021
Gewicht: 0,402 kg
Artikel-ID: 128438202
Über den Autor

Jiming Jiang, University of California, Davis, USA

Inhaltsverzeichnis

Introduction

Asymptotic Analysis of Linear Mixed Models

Asymptotic Analysis of Generalized Linear Mixed Models

Small Area Estimation

Asymptotic Analysis in OtherMixed Effects Models

Bibliography

Index

Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032096773
ISBN-10: 1032096772
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Jiang, Jiming
Hersteller: Chapman and Hall/CRC
Maße: 229 x 152 x 15 mm
Von/Mit: Jiming Jiang
Erscheinungsdatum: 30.06.2021
Gewicht: 0,402 kg
Artikel-ID: 128438202
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