分割表の統計解析法 Statistical Analysis of Contingency Tables

Fagerland, Morten/ Lydersen, Stian/ Laake, Petter

CRC Press Inc（2017/07発売）

• 製本 Hardcover:ハードカバー版／ページ数 656 p.
• 言語 ENG
• 商品コード 9781466588172
• DDC分類 519.5

Full Description

Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2 and 2xc tables, paired cxc tables, and stratified tables. For each type of table, key concepts are introduced, and a wide range of intervals and tests, including recent and unpublished methods and developments, are presented and evaluated. Topics such as diagnostic accuracy, inter-rater reliability, and missing data are also covered. The presentation is concise and easily accessible for readers with diverse professional backgrounds, with the mathematical details kept to a minimum.

For more information, including a sample chapter and software, please visit the authors' website.

Contents

Introduction

The 1 x 2 Table and the Binomial Distribution

The 1 x c Table and the Multinomial Distribution

The 2 x 2 Table

The Ordered r x 2 Table

The Ordered 2 x c Table

The r x c Table

The Paired 2 x 2 Table

The Paired c x c Table

Stratified 2 x 2 Tables and Meta-Analysis

Other Stratified Tables

Sample Size Calculations

Miscellaneous Topics