有意性検定を越えて：行動科学における統計学の改善（第２版） Beyond Significance Testing : Statistics Reform in the Behavioral Sciences （2ND）

Kline, Rex B.

American Psychological Association（2013/03発売）

• 製本 Hardcover:ハードカバー版／ページ数 348 p.
• 言語 ENG
• 商品コード 9781433812781
• DDC分類 150.724

基本説明

Reviews the controversy about significance testing, which has now crossed various disciplines as diverse as psychology, ecology, commerce, education, and biology, among others.

Full Description

This accessibly written book reviews the controversy about significance testing, which has now crossed various disciplines as diverse as psychology, ecology, commerce, education, and biology, among others. It also introduces readers to alternative methods, especially effect size estimation (at both the group and case levels) and interval estimation (confidence intervals) in comparative studies. Basics of bootstrapping and Bayesian estimation are also considered.

Research examples from substance abuse, education, learning, and other areas illustrate how to apply these methods.

A companion website (www.apa.org/books/resources/kline) promotes learning by providing chapter exercises and sample answers, downloadable raw data files for many research examples, and links to other useful websites.

Contents

Acknowledgments

Introduction

I. Fundamental Concepts

Changing Times
Sampling and Estimation
Logic and Illogic of Significance Testing
Cognitive Distortions in Significance Testing

II. Effect Size Estimation in Comparative Studies

Continuous Outcomes
Categorical Outcomes
Single-Factor Designs
Multifactor Designs

III. Alternatives to Significance Testing

Replication and Meta-Analysis
Bayesian Estimation and Best Practices Summary

References

Index

About the Author