An Introduction to Generalized Linear Models 4th editon by Annette J. Dobson, Adrian G. Barnett – Ebook PDF Instant Download/Delivery: 1138741515, 978-1138741515
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Product details:
ISBN 10: 1138741515
ISBN 13: 978-1138741515
Author: Annette J. Dobson, Adrian G. Barnett
An Introduction to Generalized Linear Models 4th Table of contents:
1. Introduction
1.1 Background
1.2 Scope
1.3 Notation
1.4 Distributions Related to the Normal Distribution
1.5 Quadratic Forms
1.6 Estimation
1.7 Exercises
2. Model Fitting
2.1 Introduction
2.2 Examples
2.3 Some Principles of Statistical Modelling
2.3.6 Further Reading
2.4 Notation and Coding for Explanatory Variables
2.5 Exercises
3. Exponential Family and Generalized Linear Models
3.1 Introduction
3.2 Exponential Family of Distributions
3.3 Properties of Distributions in the Exponential Family
3.4 Generalized Linear Models
3.5 Examples
3.6 Exercises
4. Estimation
4.1 Introduction
4.2 Example: Failure Times for Pressure Vessels
4.3 Maximum Likelihood Estimation
4.4 Poisson Regression Example
4.5 Exercises
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