International Astrostatistics Association - IAA,
From our section on selected books in Statistics: "y J. Wakefield (2013) A comprehensive and modern treatment with Bayesian…
Bayesian and Frequentist Regression Methods
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction and Motivating Examples
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Altmetric BadgeChapter 2 Frequentist Inference
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Altmetric BadgeChapter 3 Bayesian Inference
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Altmetric BadgeChapter 4 Hypothesis Testing and Variable Selection
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Altmetric BadgeChapter 5 Linear Models
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Altmetric BadgeChapter 6 General Regression Models
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Altmetric BadgeChapter 7 Binary Data Models
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Altmetric BadgeChapter 8 Linear Models
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Altmetric BadgeChapter 9 General Regression Models
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Altmetric BadgeChapter 10 Preliminaries for Nonparametric Regression
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Altmetric BadgeChapter 11 Spline and Kernel Methods
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Altmetric BadgeChapter 12 Nonparametric Regression with Multiple Predictors
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Altmetric BadgeChapter 13 Differentiation of Matrix Expressions
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Altmetric BadgeChapter 14 Matrix Results
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Altmetric BadgeChapter 15 Some Linear Algebra
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Altmetric BadgeChapter 16 Probability Distributions and Generating Functions
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Altmetric BadgeChapter 17 Functions of Normal Random Variables
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Altmetric BadgeChapter 18 Some Results from Classical Statistics
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Altmetric BadgeChapter 19 Basic Large Sample Theory
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