統計学入門（第３版） Statistics : A Gentle Introduction （3TH）

Coolidge, Frederick L.

Sage Pubns（2012/05発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 458 p.
• 言語 ENG
• 商品コード 9781412991711
• DDC分類 519.5

基本説明

The book minimizes the use of formulae, but provides a step-by-step approach to their solution.

Full Description

With Statisticsstats class needn't be difficult or dull! This textbook has been specifically designed to curtail students' anxieties and minimize unnecessary formulas, while providing a comprehensive review of basic statistical designs and analyses. A wealth of additional real-world examples have been included to give a sense of how the science of statistics works, solves problems, and helps us make informed choices about the world we live in. The author minimizes the use of formulas, but provides a step-by-step approach to their solution, and includes a glossary of key terms, symbols, and definitions at the end of each chapter. Every chapter also includes a short story about historical and contemporary statisticians who figured prominently in the evolution of the discipline of statistics.New to the Third Edition is the thorough incorporation of SPSS throughout, more visual material and figures, and an enhanced treatment of effect sizes, and more detailed explanation of statistical concepts.

Contents

PrefaceAcknowledgmentsAbout the Author1. A Gentle Introduction2. Descriptive Statistics: Understanding Distributions of Numbers3. Statistical Parameters: Measures of Central Tendency and Variation4. Standard Scores, the Z Distribution, and Hypothesis Testing5. Inferential Statistics: The Controlled Experiment, Hypothesis Testing, and the z Distribution6. An Introduction to Correlation and Regression7. The t Test for Independent Groups8. The t Test for Dependent Groups9. Analysis of Variance (ANOVA): One-Factor Completely Randomized Design10. After a Significant Analysis of Variance: Multiple Comparison Tests11. Analysis of Variance (ANOVA): One-Factor Repeated-Measures Design12. Analysis of Variance: Two-Factor Completely Randomized Design13. Post Hoc Analysis of Factorial ANOVA14. Factorial ANOVA: Additional Designs15. Nonparametric Statistics: The Chi-Square Test16. Other Statistical Parameters and TestsAppendix A: z DistributionAppendix B: t DistributionAppendix C: Spearman's CorrelationAppendix D: The Chi-Square DistributionAppendix E: F DistributionAppendix F: Tukey's TableReferencesIndex