دانلود کتاب Statistical analysis of contingency tables

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Content: Cover
Half Title
Title
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Contents
Preface
Chapter 1 Introduction
1.1 Categorical Variables
1.2 Contingency Tables
1.3 Statistical Inference for Contingency Tables
1.3.1 Notation and Concepts
1.3.2 Effect Measures and Effect Estimates
1.3.3 Confidence Intervals
1.3.4 Hypothesis Tests 1.4 Properties of Confidence Intervals and Hypothesis Tests 1.4.1 Basic Properties
1.4.2 Evaluation Criteria for Confidence Intervals
1.4.3 Evaluation Criteria for Hypothesis Tests
1.5 Generalized Linear Models
1.5.1 Introduction 1.5.2 Link Functions for the Binomial Distribution 1.5.3 Loglinear Models versus Logit Link
1.6 Exponential Family
1.6.1 Definitions
1.6.2 UMP Unbiased Tests
1.7 Wald, Likelihood Ratio, and Score Inference 1.8 Deviance, Likelihood Ratio Tests, and Pearson Chi-Squared Tests for Generalized Linear Models 1.9 Exact Methods
1.10 The Mid-P Approach
1.11 Bayes Inference
Chapter 2 The 1 × 2 Table and the Binomial Distribution
2.1 Introduction
2.2 Examples 2.2.1 The Probability of Male Births to Indian Immigrants in Norway 2.2.2 A Randomized Cross-Over Trial of Probiotics Versus Placebo for Patients with Irritable Bowel Syndrome
2.3 Estimation of the Binomial Parameter p
2.4 Confidence Intervals for the Binomial Parameter