IBM SPSS by example: a practical guide to statistical data analysis
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Los Angeles [u.a.]
Sage
2016
|
| Edition: | 2. ed. |
| Subjects: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028207389&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Item Description: | Revised edition of the authors' Statistical analysis quick reference guidebook : with SPSS examples, published in 2007 Includes bibliographical references and index |
| Physical Description: | xxiii, 342 pages Ill., graph. Darst. 24 cm |
| ISBN: | 9781483319032 |
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MARC
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| 245 | 1 | 0 | |a IBM SPSS by example |b a practical guide to statistical data analysis |c Alan C. Elliott ; Wayne A. Woodward |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a Los Angeles [u.a.] |b Sage |c 2016 | |
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| 500 | |a Revised edition of the authors' Statistical analysis quick reference guidebook : with SPSS examples, published in 2007 | ||
| 500 | |a Includes bibliographical references and index | ||
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| 650 | 7 | |a SPSS/PC. |2 fast | |
| 650 | 4 | |a Social sciences / Statistical methods | |
| 650 | 4 | |a Mathematical statistics | |
| 650 | 4 | |a Social sciences / Statistical methods / Computer programs | |
| 650 | 7 | |a Mathematical statistics |2 fast | |
| 650 | 7 | |a Social sciences / Statistical methods |2 fast | |
| 650 | 7 | |a Social sciences / Statistical methods / Computer programs |2 fast | |
| 650 | 4 | |a Sozialwissenschaften | |
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Record in the Search Index
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|---|---|
| adam_text | Brief Contents
List of Tables and Figures xi
Preface .Acknowledgments xxi
About the Authors xxiii
1. Introduction 1
2. Describing and Examining Data 21
3. Creating and Using Graphs 49
4. Comparing One or Two Means Using the t-Test 75
5. Correlation and Regression 109
6. Analysis of Categorical Data 145
7. Analysis of Variance and Covariance 185
8. Nonparametric Analysis Procedures 231
9. Logistic Regression 253
10. Factor Analysis 271
Appendix A. A BRIEF TUTORIAL FOR USING IBM SPSS FOR
WINDOWS 295
Appendix B. CHOOSING THE RIGHT PROCEDURE TO USE 321
Index 325
Detailed Contents
List of Tables and Figures xi
Preface Acknowledgments xxi
About the Authors xxiii
1. Introduction 1
Getting the Most Out of IBM SPSS by Example 2
A Brief Overview of the Statistical Process 3
Understanding Hypothesis Testing, Power, and Sample Size 5
Understanding the p֊Value 9
Planning a Successful Analysis 10
Guidelines for Creating Data Sets 12
Preparing Excel Data for Import 17
Guidelines for Reporting Results 18
Downloading Sample SPSS Data Files 19
Opening Data Files for Examples 19
2. Describing and Examining Data 21
Example Data Hies 22
Describing Quantitative Data 22
Describing Categorical Data 35
3. Creating and Using Graphs 49
Introduction to SPSS Graphs 49
Guidelines for Creating and Using Graphs 49
Chart Builder 50
Graphboard Template Chooser 51
Legacy Plots 51
Scatterplots 52
Histograms 62
Bar Charts 66
Pie Charts 70
Boxplots 72
4. Comparing One or Two Means Using the t-Test 75
One-Sample t-Test 75
Two-Sample t-Test 82
Paired t-Test 100
5. Correlation and Regression 109
Correlation Analysis 109
Simple Linear Regression 119
Multiple Linear Regression 129
6. Analysis of Categorical Data 145
Contingency Table Analysis (r x c) 146
McNemar’s Test 164
Mantel-Haenszel Comparison 168
Tests of Interrater Reliability 173
Goodness-of-Rt Test 177
Other Measures of Association for Categorical Data 182
7. Analysis of Variance and Covariance 185
One-Way ANOVA 185
Two-Way Analysis of Variance 203
Repeated-Measures Analysis of Variance 212
Analysis of Covariance 221
8. Nonparametric Analysis Procedures 231
Spearman’s Rho 232
Mann-Whitney-Wilcoxon (Two Independent Groups Test) 236
Kruskal-Wallis Test 239
Sign Test and Wilcoxon Signed-Rank Test for Matched Pairs 243
Friedman’s Test 248
9. Logistic Régression 253
Introduction to Logistic Régression 253
Simple Logistic Régression 254
Multiple Logistic Régression 260
10. Factor Analysis 271
Appropriate Applications for a Factor Analysis 272
Design Considérations for Factor Analysis 273
Hypothèses for Factor Analysis 274
Factor Analysis/Dimension Réduction 274
Appendix A. A BRIEF TUTORIAL FOR USING IBM SPSS FOR
WINDOWS 295
Appendix B: CHOOSING THE RIGHT PROCEDURE TO USE 321
Index 325
|
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| id | DE-604.BV042777259 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T17:19:31Z |
| institution | BVB |
| isbn | 9781483319032 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028207389 |
| oclc_num | 926621420 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG |
| owner_facet | DE-473 DE-BY-UBG |
| physical | xxiii, 342 pages Ill., graph. Darst. 24 cm |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Sage |
| record_format | marc |
| spellingShingle | Elliott, Alan C. Woodward, Wayne A. IBM SPSS by example a practical guide to statistical data analysis SPSS/PC. SPSS/PC. fast Social sciences / Statistical methods Mathematical statistics Social sciences / Statistical methods / Computer programs Mathematical statistics fast Social sciences / Statistical methods fast Social sciences / Statistical methods / Computer programs fast Sozialwissenschaften |
| title | IBM SPSS by example a practical guide to statistical data analysis |
| title_auth | IBM SPSS by example a practical guide to statistical data analysis |
| title_exact_search | IBM SPSS by example a practical guide to statistical data analysis |
| title_full | IBM SPSS by example a practical guide to statistical data analysis Alan C. Elliott ; Wayne A. Woodward |
| title_fullStr | IBM SPSS by example a practical guide to statistical data analysis Alan C. Elliott ; Wayne A. Woodward |
| title_full_unstemmed | IBM SPSS by example a practical guide to statistical data analysis Alan C. Elliott ; Wayne A. Woodward |
| title_short | IBM SPSS by example |
| title_sort | ibm spss by example a practical guide to statistical data analysis |
| title_sub | a practical guide to statistical data analysis |
| topic | SPSS/PC. SPSS/PC. fast Social sciences / Statistical methods Mathematical statistics Social sciences / Statistical methods / Computer programs Mathematical statistics fast Social sciences / Statistical methods fast Social sciences / Statistical methods / Computer programs fast Sozialwissenschaften |
| topic_facet | SPSS/PC. Social sciences / Statistical methods Mathematical statistics Social sciences / Statistical methods / Computer programs Sozialwissenschaften |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028207389&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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