Book 2014

Introductory Statistical Inference with the Likelihood Function

Authors:

ISBN: 978-3-319-10460-7 (Print) 978-3-319-10461-4 (Online)

Table of contents (21 chapters)

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  1. Front Matter

    Pages i-xvi

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    Chapter

    Pages 1-10

    Introduction

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    Chapter

    Pages 11-16

    The Statistical Approach

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    Chapter

    Pages 17-26

    Estimation

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    Chapter

    Pages 27-40

    Interval Estimation

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    Chapter

    Pages 41-62

    Hypothesis Testing

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    Chapter

    Pages 63-65

    Standard Practice of Statistics

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    Chapter

    Pages 67-83

    Maximum Likelihood: Basic Results

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    Chapter

    Pages 85-100

    Linear Models

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    Chapter

    Pages 101-124

    Other Estimation Methods

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    Chapter

    Pages 125-132

    Decision Theory

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    Chapter

    Pages 133-146

    Sufficiency

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    Chapter

    Pages 147-150

    Conditionality

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    Chapter

    Pages 151-165

    Statistical Principles

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    Chapter

    Pages 167-180

    Bayesian Inference

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    Chapter

    Pages 181-185

    Bayesian Statistics: Computation

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    Chapter

    Pages 187-195

    Bayesian Inference: Miscellaneous

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    Chapter

    Pages 197-209

    Pure Likelihood Methods

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    Chapter

    Pages 211-235

    Pure Likelihood Methods and Nuisance Parameters

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    Chapter

    Pages 237-248

    Other Inference Methods and Concepts

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    Chapter

    Pages 249-264

    Finite Population Sampling

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