Herschel Knapp
Intermediate Statistics Using SPSS
Herschel Knapp
Intermediate Statistics Using SPSS
- Broschiertes Buch
- Merkliste
- Auf die Merkliste
- Bewerten Bewerten
- Teilen
- Produkt teilen
- Produkterinnerung
- Produkterinnerung
This applied text combines clear explanations of intermediate-level statistics with a rich set of exercises to develop students' skills in selecting, performing and evaluating statistical tests. Each exercise involves writing a brief abstract so that students can translate results into a cohesive and concise story about their data.
This applied text combines clear explanations of intermediate-level statistics with a rich set of exercises to develop students' skills in selecting, performing and evaluating statistical tests. Each exercise involves writing a brief abstract so that students can translate results into a cohesive and concise story about their data.
Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Produktdetails
- Produktdetails
- Verlag: Sage Publications
- Seitenzahl: 480
- Erscheinungstermin: 17. Oktober 2017
- Englisch
- Abmessung: 231mm x 185mm x 23mm
- Gewicht: 798g
- ISBN-13: 9781506377438
- ISBN-10: 1506377432
- Artikelnr.: 48032723
- Herstellerkennzeichnung
- Libri GmbH
- Europaallee 1
- 36244 Bad Hersfeld
- 06621 890
- Verlag: Sage Publications
- Seitenzahl: 480
- Erscheinungstermin: 17. Oktober 2017
- Englisch
- Abmessung: 231mm x 185mm x 23mm
- Gewicht: 798g
- ISBN-13: 9781506377438
- ISBN-10: 1506377432
- Artikelnr.: 48032723
- Herstellerkennzeichnung
- Libri GmbH
- Europaallee 1
- 36244 Bad Hersfeld
- 06621 890
Herschel Knapp, PhD, MSSW, has more than 30 years of experience as a health care professional in a variety of domains. In addition to his clinical work as a psychotherapist, primarily in hospital settings, he has provided project management for innovative interventions designed to improve the quality of patient care via multisite, health science implementations. He teaches master's and doctoral courses at Yeshiva University; he has also taught at the University of California, Los Angeles, University of Southern California, California State University, Los Angeles, and California State, San Bernardino. Dr. Knapp has served as the lead statistician on a longitudinal cancer research project and managed the program evaluation metrics for a multisite, nonprofit children's center. His clinical work includes emergency/trauma therapy in hospital settings. Dr. Knapp has developed and implemented innovative telehealth systems, using videoconferencing technology to facilitate optimal health care service delivery to remote patients and to coordinate specialty consultations among health care providers, including interventions to diagnose and treat people with HIV and hepatitis, with special outreach to the homeless. He created and implemented a nurse research mentorship program, providing research and analytic education, enabling nurses to design, implement, analyze, and publish the results of their quality improvement projects. Dr. Knapp has published numerous articles in peer-reviewed health science journals and serves as a peer-reviewer for more than 20 science journals. He is also the author of other textbooks, including Intermediate Statistics Using SPSS (2018), Introductory Statistics Using SPSS (2nd ed., 2017), Practical Statistics for Nursing Using SPSS (2017), Therapeutic Communication: Developing Professional Skills (2nd ed., 2014), and Introduction to Social Work Practice: A Practical Workbook (2010).
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
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
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
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