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Generalized Linear Models With Examples in R

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Cover of 'Generalized Linear Models With Examples in R'

Table of Contents

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    Book Overview
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    Chapter 1 Chapter 1: Statistical Models
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    Chapter 2 Chapter 2: Linear Regression Models
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    Chapter 3 Chapter 3: Linear Regression Models: Diagnostics and Model-Building
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    Chapter 4 Chapter 4: Beyond Linear Regression: The Method of Maximum Likelihood
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    Chapter 5 Chapter 5: Generalized Linear Models: Structure
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    Chapter 6 Chapter 6: Generalized Linear Models: Estimation
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    Chapter 7 Chapter 7: Generalized Linear Models: Inference
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    Chapter 8 Chapter 8: Generalized Linear Models: Diagnostics
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    Chapter 9 Chapter 9: Models for Proportions: Binomial GLMs
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    Chapter 10 Chapter 10: Models for Counts: Poisson and Negative Binomial GLMs
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    Chapter 11 Chapter 11: Positive Continuous Data: Gamma and Inverse Gaussian GLMs
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    Chapter 12 Chapter 12: Tweedie GLMs
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    Chapter 13 Chapter 13: Extra Problems
Attention for Chapter 5: Chapter 5: Generalized Linear Models: Structure
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