SPSSを利用した統計学：概念的ガイド A Conceptual Guide to Statistics Using SPSS

Berkman, Elliot T./ Reise, Steven P.

SAGE Publications Inc（2011/06発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 312 p.
• 言語 ENG
• 商品コード 9781412974066
• DDC分類 005.55

Full Description

 

Bridging an understanding of Statistics and SPSS.

"The text is written in a user-friendly language and illustrates concepts that would otherwise be confusing to beginning students and those with limited computer skills."

-Justice Mbizo, University of West Florida

This unique text helps students develop a conceptual understanding of a variety of statistical tests by linking the ideas learned in a statistics class from a traditional statistics textbook with the computational steps and output from SPSS. Each chapter begins with a student-friendly explanation of the concept behind each statistical test and how the test relates to that concept. The authors then walk through the steps to compute the test in SPSS and the output, clearly linking how the SPSS procedure and output connect back to the conceptual underpinnings of the test. By drawing clear connections between the theoretical and computational aspects of statistics, this engaging text aids students' understanding of theoretical concepts by teaching them in a practical context.

(Please note: unfortunately, the student resource website for this title is no longer active or available.)

Contents

1. Introduction
2. Descriptive Statistics
3. Chi-Squared Test
4. Linear Correlation
5. One- and Two Sample T-Tests
6. One-way ANOVA
7. Two- and Higher-way ANOVA
8. Within-subject ANOVA
9. Mixed-model ANOVA
10. MANOVA
11. Regression
12. ANCOVA
13. Factor and Components Analysis
14. Psychometrics
15. Non-parametric Tests
16. Matrix Algebra
17. Appendix on the General Formulation of Custom Contrasts using Syntax