Generalized Linear Mixed Models

Generalized Linear Mixed Models
Author: Walter W. Stroup
Publisher: CRC Press
Total Pages: 547
Release: 2016-04-19
Genre: Mathematics
ISBN: 1439815135


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With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model as an overarching conceptual framework. For readers new to linear models, the book helps them see the big picture. It shows how linear models fit with the rest of the core statistics curriculum and points out the major issues that statistical modelers must consider.


Interaction Effects in Linear and Generalized Linear Models
Language: en
Pages: 584
Authors: Robert L. Kaufman
Categories: Linear models (Statistics)
Type: BOOK - Published: 2019 - Publisher:

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‵‵This book is remarkable in its accessible treatment of interaction effects. Although this concept can be challenging for students (even those with some ba
Interaction Effects in Linear and Generalized Linear Models
Language: en
Pages: 427
Authors: Robert L. Kaufman
Categories: Social Science
Type: BOOK - Published: 2018-09-06 - Publisher: SAGE Publications

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"This book is remarkable in its accessible treatment of interaction effects. Although this concept can be challenging for students (even those with some backgro
Generalized Linear Mixed Models
Language: en
Pages: 547
Authors: Walter W. Stroup
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

GET EBOOK

With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model as an overarching
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Artificial intelligence
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Generalized Linear Models
Language: en
Pages: 361
Authors: P. McCullagh
Categories: Mathematics
Type: BOOK - Published: 2019-01-22 - Publisher: Routledge

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The success of the first edition of Generalized Linear Models led to the updated Second Edition, which continues to provide a definitive unified, treatment of m