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Generalized Linear Models for Categorical and Continuous Limited Dependent Variables
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Generalized Linear Models for Categorical and Continuous Limited Dependent Variables

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables

ByMichael Smithson, Edgar C. Merkle
Edition 1st Edition
First Published 2013
eBook Published 5 September 2013
Pub. location New York
Imprint Chapman and Hall/CRC
DOIhttps://doi.org/10.1201/b15694
Pages 308 pages
eBook ISBN 9781466551756
SubjectsBehavioral Sciences, Bioscience, Mathematics & Statistics
Get Citation

Get Citation

Smithson, M., Merkle, E. (2014). Generalized Linear Models for Categorical and Continuous Limited Dependent Variables. New York: Chapman and Hall/CRC, https://doi.org/10.1201/b15694
ABOUT THIS BOOK

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract
CONTENTS
ABOUT THIS BOOK

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract
ABOUT THIS BOOK
ABOUT THIS BOOK

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables is designed for graduate students and researchers in the behavioral, social, health, and medical sciences. It incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.The book provides br

TABLE OF CONTENTS
chapter 1|14 pages
Introduction and Overview
View abstract
part |2 pages
I Discrete Variables
chapter 2|34 pages
Binary Variables
View abstract
chapter 3|30 pages
Nominal Polytomous Variables
View abstract
chapter 4|32 pages
Ordinal Categorical Variables
View abstract
chapter 5|38 pages
Count Variables
View abstract
part |2 pages
II Continuous Variables
chapter 6|40 pages
Doubly Bounded Continuous Variables
View abstract
chapter 7|42 pages
Censoring and Truncation
View abstract
chapter 8|26 pages
Extensions
View abstract
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