Exact Statistical Inference for Categorical Data 1st Edition Shan

Exact Statistical Inference for Categorical Data 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780081006818,9780128039489,0081006810,0128039485

Product detail:

• ISBN 10: 0128039485
• ISBN 13: 9780128039489
• Author: Guogen Shan

Exact Statistical Inference for Categorical Data discusses the way asymptotic approaches have been often used in practice to make statistical inference. This book introduces both conditional and unconditional exact approaches for the data in 2 by 2, or 2 by k contingency tables, and is an ideal reference for users who are interested in having the convenience of applying asymptotic approaches, with less computational time. In addition to the existing conditional exact inference, some efficient, unconditional exact approaches could be used in data analysis to improve the performance of the testing procedure.

• Demonstrates how exact inference can be used to analyze data in 2 by 2 tables
• Discusses the analysis of data in 2 by k tables using exact inference
• Explains how exact inference can be used in genetics

Table of contents:

1. Chapter 1: Exact Statistical Inference for a 2 × 2 Table
2. Abstract
3. Independent Study
4. Comparative Study
5. Double Dichotomy Study
6. 1.1 Exact Testing Procedures
7. 1.2 Comparison of Exact Approaches
8. Chapter 2: Exact Statistical Inference for a 2 × K Table
9. Abstract
10. 2.1 Testing Trend for Binary Data from a 2 × K Table
11. 2.2 Testing for Hardy-Weinberg Equilibrium
12. Chapter 3: Sample Size Determination Using Exact Approaches
13. Abstract
14. 3.1 Exact Sample Size Computation for a Clinical Trial with Historical Controls

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