Bayesian Methods in Statistics by Slater Mel

Bayesian Methods in Statistics by Slater Mel

Author:Slater, Mel
Language: eng
Format: epub
Publisher: SAGE Publications
Published: 2021-11-27T00:00:00+00:00


Five General Models

Introduction 114

Examples of the General Linear Model 114

The Typical Model 114

Meaning of the Parameters 116

Matrix Formulation 116

A Bayesian Model 117

A Normal Distribution Example 118

Getting Away From the Normal 121

Generalized Linear Models 125

The Formulation 125

The Normal Distribution 127

The Poisson Distribution 128

The Binomial Distribution 129

A Poisson Model for Bystander Responses to Soccer Violence 130

Multiple Response Variables 136

An Alternative Parameterization 139

Missing Data 146



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