Advanced Regression Models with SAS and R
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ISBN-13:
9781138049017
Veröffentl:
2018
Erscheinungsdatum:
10.12.2018
Seiten:
14
Autor:
Olga Korosteleva
Gewicht:
788 g
Format:
261x184x25 mm
Sprache:
Englisch
Beschreibung:
The material covered by this book consists of a collection of regression models beyond linear regression. The linear regression model is presented in the first chapter in order to refresh the reader's memory, emphasize certain points, and set the notation.The subsequent chapters talk about models for categorical data, count data, proportions, longitudinal data, hierarchical data, and others.
Multiple Linear Regression Models. Regression Models for Binary Response. Regression Models for Categorical Response. Generalized Linear Models for Count Response. Poisson Regression Model. Generalized Linear Models for Over-dispersed Count Response. Negative Binomial Regression Model. Regression Models for Continuous Proportion Response. Linear Mixed Models for Longitudinal Data. Generalized Linear Mixed Models for Longitudinal Data. Generalized Estimating Equations Regression Model. Hierarchical Regression Models. Structural Equation Modelling.
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