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Vector Generalized Linear and Additive Models

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Cover of 'Vector Generalized Linear and Additive Models'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 LMs, GLMs and GAMs
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    Chapter 3 VGLMs
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    Chapter 4 VGAMs
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    Chapter 5 Reduced-Rank VGLMs
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    Chapter 6 Constrained Quadratic Ordination
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    Chapter 7 Constrained Additive Ordination
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    Chapter 8 Using the VGAM Package
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    Chapter 9 Other Topics
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    Chapter 10 Some LM and GLM Variants
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    Chapter 11 Univariate Discrete Distributions
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    Chapter 12 Univariate Continuous Distributions
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    Chapter 13 Bivariate Continuous Distributions
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    Chapter 14 Categorical Data Analysis
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    Chapter 15 Quantile and Expectile Regression
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    Chapter 16 Extremes
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    Chapter 17 Zero-Inflated, Zero-Altered and Positive Discrete Distributions
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    Chapter 18 On VGAM Family Functions
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    Chapter 19 Erratum: Vector Generalized Linear and Additive Models
Attention for Chapter 18: On VGAM Family Functions
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