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Lectures on Categorical Data Analysis

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Cover of 'Lectures on Categorical Data Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 The Role of Categorical Data Analysis
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    Chapter 2 Sampling Distributions
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    Chapter 3 Normal Approximations
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    Chapter 4 Simple Estimation for Categorical Data
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    Chapter 5 Basic Testing for Categorical Data
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    Chapter 6 Association
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    Chapter 7 Latent Classes and Exponential Families
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    Chapter 8 Effects and Associations
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    Chapter 9 Simpson’s Paradox
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    Chapter 10 Log-Linear Models: Definition
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    Chapter 11 Log-Linear Models: Interpretation
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    Chapter 12 Log-Linear Models: Estimation
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    Chapter 13 What’s Next?
Attention for Chapter 4: Simple Estimation for Categorical Data
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