Principles of statistical data handling:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Thousand Oaks [u.a.]
Sage
1996
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 318 S. |
| ISBN: | 0761901027 0761901035 |
Internformat
MARC
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| 245 | 1 | 0 | |a Principles of statistical data handling |c Fred Davidson |
| 264 | 1 | |a Thousand Oaks [u.a.] |b Sage |c 1996 | |
| 300 | |a XII, 318 S. | ||
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Preface ix
1. Introduction: A Principled Approach 1
1.1. Getting Started 1
1.2. What Are Data? And What Are Statistical Data? 4
1.3. Atoms and Molecules : You Can Only
Conclude About What You Measure 6
1.4. Social Context of Data 11
1.5. The Two Laws of Computing 15
1.6. Structure of This Book 16
1.7. Discussion Questions: Chapter 1 20
2. Data Input 23
2.1. Background and Definitions 23
2.2. From Hard Copy to Online Copy 34
2.3. Optical Scanning Versus Data Key In Templates 35
2.4. Recoding, Computing, and Debugging: A Preview 42
2.5. Implementation 47
2.6. Discussion Questions: Chapter 2 53
3. Data Manipulation 56
3.1. Computers and Efficiency 57
3.2. What Is Data Manipulation? 58
3.3. Common Manipulations in Data Handling 58
3.3.1. Computed Variables 59
3.3.2. Recoding 61
3.3.3. Value Codes 65
3.3.4. Manipulation of Missing Data 66
3.3.5. Data Relations 70
3.3.5.1. Subsetting 70
3.3.5.2. Catenation (Sometimes Called
Concatenation ) 74
3.3.5.3. Merging 74
3.3.5.4. Hierarchical Relations:
A Special Case of Merging 76
3.3.5.5. Data Relations: A Summary 79
3.4. Sorting 80
3.5. Implementation 83
3.6. Discussion Questions: Chapter 3 112
4. Data Debugging 115
4.1. Debugging Versus Money Runs 115
4.2. Stressing Your Data: Computerized Debugging 117
4.2.1. Implausibility and Impossibility 117
4.2.2. Data Sensibility 119
4.3. Manual Checking: Another Set of Eyes 121
4.3.1. Criticality (A Priori Versus A Posteriori Checking) 124
4.3.2. How to Check Manually 127
4.4. Error Typology (or Bug Species ) 127
4.5. Implementation 129
4.6. Discussion Questions: Chapter 4 144
5. Data Aspects of Statistical Analysis 146
5.1. Introduction 147
5.1.1. The Worn Path Phenomenon
(The Know Yourself Principle) 147
5.1.2. Some Statistical Terminology: A Review 151
5.2. Descriptive Statistics and Data Handling:
The Ubiquitous Table 1 152
5.3. Correlation and Regression 155
5.4. t Tests and the Analysis of Variance (ANOVA):
Univariate Versus Multivariate Data Modes 157
5.5. Frequency Data and the Chi Square Test:
More on Univariate Versus Multivariate Data Modes 162
5.6. Implementation 164
5.7. Discussion Questions: Chapter 5 199
6. The End of Data Handling 204
6.1. What Is the End of Data Handling? 204
6.2. Organizing Your Data Processing 205
6.3. Saving Output Online 212
6.4. Report Generation
(The Output = Data Principle) 216
6.5. Higher Order Analysis
(The Output = Input Principle) 217
6.6. Implementation 218
6.7. Discussion Questions: Chapter 6 244
7. Conclusion: Data Handling Story Problems 250
Appendix A: The Principles 267
Appendix B: Tips on Zero One Test Score Data 275
Appendix C: Comments on Chapter 7 287
Appendix D: Samples of Application Generators
in SAS and SPSS 297
References 311
Index 313
About the Author 319
|
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| illustrated | Not Illustrated |
| indexdate | 2024-07-09T18:03:36Z |
| institution | BVB |
| isbn | 0761901027 0761901035 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007419535 |
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| physical | XII, 318 S. |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| publisher | Sage |
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| spelling | Davidson, Fred Verfasser aut Principles of statistical data handling Fred Davidson Thousand Oaks [u.a.] Sage 1996 XII, 318 S. txt rdacontent n rdamedia nc rdacarrier Data-analyse gtt Statistische methoden gtt Datenverarbeitung Sozialwissenschaften Educational statistics Data processing Social sciences Statistical methods Data processing Statistik (DE-588)4056995-0 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Statistik (DE-588)4056995-0 s Datenverarbeitung (DE-588)4011152-0 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007419535&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Davidson, Fred Principles of statistical data handling Data-analyse gtt Statistische methoden gtt Datenverarbeitung Sozialwissenschaften Educational statistics Data processing Social sciences Statistical methods Data processing Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4011152-0 |
| title | Principles of statistical data handling |
| title_auth | Principles of statistical data handling |
| title_exact_search | Principles of statistical data handling |
| title_full | Principles of statistical data handling Fred Davidson |
| title_fullStr | Principles of statistical data handling Fred Davidson |
| title_full_unstemmed | Principles of statistical data handling Fred Davidson |
| title_short | Principles of statistical data handling |
| title_sort | principles of statistical data handling |
| topic | Data-analyse gtt Statistische methoden gtt Datenverarbeitung Sozialwissenschaften Educational statistics Data processing Social sciences Statistical methods Data processing Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| topic_facet | Data-analyse Statistische methoden Datenverarbeitung Sozialwissenschaften Educational statistics Data processing Social sciences Statistical methods Data processing Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007419535&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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