Optimal data analysis a guidebook with software for Windows
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Washington, DC
American Psycholog. Assoc.
2005
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV021996271 | ||
| 003 | DE-604 | ||
| 005 | 20100429 | ||
| 007 | t| | ||
| 008 | 060620s2005 xx d||| |||| 00||| eng d | ||
| 020 | |a 1557989818 |9 1-55798-981-8 | ||
| 035 | |a (OCoLC)705280614 | ||
| 035 | |a (DE-599)BVBBV021996271 | ||
| 040 | |a DE-604 |b ger | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-706 | ||
| 100 | 1 | |a Yarnold, Paul R. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Optimal data analysis |b a guidebook with software for Windows |
| 264 | 1 | |a Washington, DC |b American Psycholog. Assoc. |c 2005 | |
| 300 | |a XII, 286 S. |b graph. Darst. |e 1 CD-ROM (12 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Systemvoraussetzungen: Microsoft Windows 98, Windows NT 4.0, Windows 2000, and Windows XP, pentium processor or higher, minimum 32 MB of RAM | ||
| 650 | 0 | 7 | |a Statistische Analyse |0 (DE-588)4116599-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 4 | |a Optimal designs |9 rswk-swf |
| 689 | 0 | 0 | |a Statistische Analyse |0 (DE-588)4116599-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 1 | |5 DE-604 | |
| 689 | 2 | 0 | |a Optimal designs |A s |
| 689 | 2 | |8 1\p |5 DE-604 | |
| 700 | 1 | |a Soltysik, Robert C. |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015210954&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-015210954 | |
Datensatz im Suchindex
| _version_ | 1819637606285049856 |
|---|---|
| adam_text | Contents
Preface xi
Acknowledgments xiii
Chapter 1 Introduction to the ODA Paradigm 3
What Is ODA? 3
Why Is ODA Superior to Other Data Analysis Programs? 5
Who Is the Audience for This Book and Software? 6
How Should the Reader Use This Book? 6
Basic Steps and Key Concepts 7
Historical Perspective 10
Thirty Hypothetical Applications 11
Now It Is Time to Start Analyzing Data 27
Chapter 2 Using the ODA Software 29
The ODA Commands 29
Running the ODA Software 37
Using ODA With PFE 38
Creating a Data Set for Analysis by ODA 45
Chapter 3 Evaluating Classification Performance 57
How to Obtain an ODA Model 61
Selecting Among Multiple Optimal Models 64
Assessing Model Stability 68
Standardizing Transformations 70
Chapter 4 Evaluating Statistical Significance 73
Analytic Methodology 74
Fisher s Randomization Methodology 77
viii Contents
Monte Carlo Methodology 78
Specifying the Type I Error Rate 80
A Priori Alpha Splitting 83
Chapter 5 Two Category Class Variables 87
Applications Involving Binary Attributes 87
Applications Involving Polychotomous Attributes 91
Applications Involving Ordinal Attributes 93
Applications Involving Continuous Attributes 101
Chapter 6 Multicategory Class Variables 107
Applications Involving Binary Attributes 108
Applications Involving Polychotomous Attributes 108
Applications Involving Ordinal Attributes 112
Applications Involving Continuous Attributes 115
Chapter 7 Reliability Analysis 121
Inter Rater Reliability 122
Parallel Forms Reliability 128
Split Half Reliability 130
Temporal Reliability 132
Nonlinear Reliability 135
Intraclass Correlation 138
Chapter 8 Validity Analysis 141
Hold Out (Cross Generalizability) Validity 142
Construct Validity 148
Convergent and Discriminant Validity 149
Chapter 9 Optimizing Suboptimal Multivariable Models 155
Optimizing Fisher s Linear Discriminant Analysis 157
Optimizing Logistic Regression Analysis 160
Optimizing Complex Models 165
Chapter 10 Multiple Sample Analysis 167
Pooling Samples and Simpson s Paradox 168
The ODA Generalizability Algorithm 170
Evaluating Model Generalizability Across Samples 172
Contents ix
Analyzing Randomized Block Designs 178
Optimizing Multiple Suboptimal Multiattribute Models 181
Chapter 11 Sequential Analyses 187
Identifying Structure in Markov Transition Tables 187
Analyzing Turnover Tables 193
Autocorrelation (Time Series) Analysis 198
Repeated Measures (Within Subjects) Analysis 203
Single Case (N of 1) Analysis 207
Chapter 12 Iterative Decomposition Analysis 209
Stopping Rules for Iterative Analyses 212
Structural Decomposition With Sequential Data 214
Reliability, Bias, and Random Error 223
Validity, Bias, and Random Error 225
Epilogue The Future of ODA 229
General Purpose MultiODA Models 232
Special Purpose MultiODA Models 233
Nonlinear Classification Tree Analysis 237
Users of ODA 239
Appendix A: Dunn and Sidak Adjusted Per Comparison p 241
Appendix B: Troubleshooting: Common Problems and Their Possible Solutions 249
References 253
Index 275
About the Authors 287
|
| any_adam_object | 1 |
| author | Yarnold, Paul R. Soltysik, Robert C. |
| author_facet | Yarnold, Paul R. Soltysik, Robert C. |
| author_role | aut aut |
| author_sort | Yarnold, Paul R. |
| author_variant | p r y pr pry r c s rc rcs |
| building | Verbundindex |
| bvnumber | BV021996271 |
| ctrlnum | (OCoLC)705280614 (DE-599)BVBBV021996271 |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01682nam a2200409zc 4500</leader><controlfield tag="001">BV021996271</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20100429 </controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">060620s2005 xx d||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1557989818</subfield><subfield code="9">1-55798-981-8</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)705280614</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV021996271</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-706</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Yarnold, Paul R.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Optimal data analysis</subfield><subfield code="b">a guidebook with software for Windows</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Washington, DC</subfield><subfield code="b">American Psycholog. Assoc.</subfield><subfield code="c">2005</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XII, 286 S.</subfield><subfield code="b">graph. Darst.</subfield><subfield code="e">1 CD-ROM (12 cm)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Systemvoraussetzungen: Microsoft Windows 98, Windows NT 4.0, Windows 2000, and Windows XP, pentium processor or higher, minimum 32 MB of RAM</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="4"><subfield code="a">Optimal designs</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="2" ind2="0"><subfield code="a">Optimal designs</subfield><subfield code="A">s</subfield></datafield><datafield tag="689" ind1="2" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Soltysik, Robert C.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HBZ Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015210954&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-015210954</subfield></datafield></record></collection> |
| id | DE-604.BV021996271 |
| illustrated | Illustrated |
| indexdate | 2024-12-23T19:50:49Z |
| institution | BVB |
| isbn | 1557989818 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015210954 |
| oclc_num | 705280614 |
| open_access_boolean | |
| owner | DE-706 |
| owner_facet | DE-706 |
| physical | XII, 286 S. graph. Darst. 1 CD-ROM (12 cm) |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | American Psycholog. Assoc. |
| record_format | marc |
| spellingShingle | Yarnold, Paul R. Soltysik, Robert C. Optimal data analysis a guidebook with software for Windows Statistische Analyse (DE-588)4116599-8 gnd Datenanalyse (DE-588)4123037-1 gnd Optimal designs |
| subject_GND | (DE-588)4116599-8 (DE-588)4123037-1 |
| title | Optimal data analysis a guidebook with software for Windows |
| title_auth | Optimal data analysis a guidebook with software for Windows |
| title_exact_search | Optimal data analysis a guidebook with software for Windows |
| title_full | Optimal data analysis a guidebook with software for Windows |
| title_fullStr | Optimal data analysis a guidebook with software for Windows |
| title_full_unstemmed | Optimal data analysis a guidebook with software for Windows |
| title_short | Optimal data analysis |
| title_sort | optimal data analysis a guidebook with software for windows |
| title_sub | a guidebook with software for Windows |
| topic | Statistische Analyse (DE-588)4116599-8 gnd Datenanalyse (DE-588)4123037-1 gnd Optimal designs |
| topic_facet | Statistische Analyse Datenanalyse Optimal designs |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015210954&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT yarnoldpaulr optimaldataanalysisaguidebookwithsoftwareforwindows AT soltysikrobertc optimaldataanalysisaguidebookwithsoftwareforwindows |