心理学のための統計学概念入門：中級編 Statistical Concepts - a Second Course （5TH）

Hahs-Vaughn, Debbie L./ Lomax, Richard G.

Routledge（2020/01発売）

• 製本 Hardcover:ハードカバー版／ページ数 782 p.
• 言語 ENG
• 商品コード 9780367204044
• DDC分類 519.5

Full Description

Statistical Concepts—A Second Course presents the last 10 chapters from An Introduction to Statistical Concepts, Fourth Edition. Designed for second and upper-level statistics courses, this book highlights how statistics work and how best to utilize them to aid students in the analysis of their own data and the interpretation of research results.

In this new edition, Hahs-Vaughn and Lomax discuss sensitivity, specificity, false positive and false negative errors. Coverage of effect sizes has been expanded upon and more organizational features (to summarize key concepts) have been included. A final chapter on mediation and moderation has been added for a more complete presentation of regression models. In addition to instructions and screen shots for using SPSS, new to this edition is annotated script for using R.

This book acts as a clear and accessible instructional tool to help readers fully understand statistical concepts and how to apply them to data. It is an invaluable resource for students undertaking a course in statistics in any number of social science and behavioral science disciplines.

Contents

Preface

Acknowledgements

1. ONE-FACTOR ANALYSIS OF VARIANCE - FIXED-EFFECTS MODEL

2. MULTIPLE COMPARISON PROCEDURES

3. FACTORIAL ANALYSIS OF VARIANCE - FIXED-EFFECTS MODEL

4. INTRODUCTION TO ANALYSIS OF COVARIANCE: THE ONE-FACTOR FIXED-EFFECTS MODEL WITH A SINGLE COVARIATE

5. RANDOM- AND MIXED-EFFECTS ANALYSIS OF VARIANCE MODELS

6. HIERARCHICAL AND RANDOMIZED BLOCK ANALYSIS OF VARIANCE MODELS

7. SIMPLE LINEAR REGRESSION

8. MULTIPLE LINEAR REGRESSION

9. LOGISTIC REGRESSION

10. MEDIATION AND MODERATION

Appendix: Tables