Intermediate Statistics Using SPSS (eBook)

Herschel Knapp (Autor)

eBook Download: EPUB

2017
480 Seiten
Sage Publications, Inc (Verlag)
9781506377414 (ISBN)

Inhalt

Preface
Acknowledgments
About the Author
PART I: STATISTICAL FUNDAMENTALS
1. Research Principles
Learning Objectives
Overview—Research Principles
Rationale for Statistics
Research Questions
Treatment and Control Groups
Rationale for Random Assignment
Hypothesis Formulation
Reading Statistical Outcomes
Accept/Reject Hypotheses
Variable Types/Levels of Measure
Good Common Sense
Key Concepts
Practice Exercises
2. Working in SPSS
Learning Objectives
Video
Overview—SPSS
Two Views: Variable View and Data View
Saving Data Files
Good Common Sense
Key Concepts
Practice Exercises
PART II: SUMMARIZING VARIABLES
3. Descriptive Statistics
Learning Objectives
When to Use This Statistic
Videos
Overview—Descriptive Statistics
Descriptive Statistics
SPSS—Loading an SPSS Data File
Data Set
Test Run
SPSS—Descriptive Statistics: Continuous Variables (Age)
SPSS—Descriptive Statistics: Categorical Variables (Gender)
SPSS—Descriptive Statistics: Continuous Variables (Age) Select by Categorical Variable (Gender)—Females Only
SPSS—(Re)Selecting All Variables
Good Common Sense
Key Concepts
Practice Exercises
PART III: MEASURING DIFFERENCES BETWEEN GROUPS
4. t Test and Mann-Whitney U Test
Learning Objectives
When to Use This Statistic
Videos
Overview—t Test
Overview—Mann-Whitney U Test
Good Common Sense
Key Concepts
Practice Exercises
5. ANOVA and Kruskal-Wallis Test
Learning Objectives
When to Use this Statistic
Videos
Layered Learning
Overview—ANOVA
Overview—Kruskal-Wallis Test
Good Common Sense
Key Concepts
Practice Exercises
6. ANCOVA
Learning Objectives
When to Use This Statistic
Video
Layered Learning
Overview—ANCOVA
Groups
Procedure
Hypotheses
Data Set
Pretest Checklist
Test Run
Results
Hypothesis Resolution
Abstract
Good Common Sense
Key Concepts
Practice Exercises
7. MANOVA
Learning Objectives
When to Use This Statistic
Video
Layered Learning
Overview—MANOVA
Groups
Procedure
Hypotheses
Data Set
Pretest Checklist
Test Run
Results
Hypothesis Resolution
Abstract
Good Common Sense
Key Concepts
Practice Exercises
PART IV: MEASURING DIFFERENCES OVER TIME
8. Paired t Test and Wilcoxon Test
Learning Objectives
When to Use This Statistic
Videos
Overview—Paired t Test
Overview—Wilcoxon Test
Good Common Sense
Key Concepts
Practice Exercises
9. ANOVA Repeated Measures
Learning Objectives
When to Use This Statistic
Video
Layered Learning
Overview—ANOVA Repeated Measures
Variations on Longitudinal Design
Good Common Sense
Key Concepts
Practice Exercises
PART V: MEASURING RELATIONSHIP BETWEEN VARIABLES
10. Chi-Square
Learning Objectives
When to Use This Statistic
Video
Overview—Chi-Square
Good Common Sense
Key Concepts
Practice Exercises
11. Correlation and Regression: Pearson and Spearman
Learning Objectives
When to Use this Statistic
Tutorial Videos
Overview—Pearson Correlation
Groups
Overview—Spearman Correlation
Alternate Use for Spearman Correlation
Good Common Sense
Key Concepts
Practice Exercises
12. Multiple Regression
Learning Objectives
When to Use This Statistic
Video
Overview—Multiple Regression
Supplemental Processing Methods
Good Common Sense
Key Concepts
Practice Exercises
13. Logistic Regression
Learning Objectives
When to Use This Statistic
Video
Overview—Logistic Regression
Good Common Sense
Key Concepts
Practice Exercises
PART VI: DATA HANDLING
14. Supplemental SPSS Operations
Learning Objectives
Overview—Supplemental SPSS Operations
Creating Dummy Variables Using Syntax
Data Sets
Good Common Sense
Key Concepts
Practice Exercises
Glossary
Index

Produkt-Details

• Verlagsort: Thousand Oaks
• Sprache: englisch
• Themenwelt: Sachbuch/Ratgeber ► Natur / Technik ► Natur / Ökologie
• Themenwelt: Naturwissenschaften
• Schlagworte: ANCOVA • ANOVA • Data • hypothesis • Intermediate Statistics Using SPSS • MANOVA • Paired t-test • Regression • Test
• ISBN-13: 9781506377414 / 9781506377414