Logistic regression: a self-learning text
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer
2002
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Statistics for biology and health
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 503 - 505 |
| Beschreibung: | XIV, 513 S. graph. Darst. |
| ISBN: | 0387953973 |
Internformat
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| 250 | |a 2. ed. | ||
| 264 | 1 | |a New York, NY |b Springer |c 2002 | |
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| 650 | 4 | |a Regression analysis | |
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Datensatz im Suchindex
| _version_ | 1804129718269640704 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
CHAPTER 1
PREFACE VII
ACKNOWLEDGMENTS IX INTRODUCTION TO LOGISTIC REGRESSION INTRODUCTION 2
ABBREVIATED OUTLINE 2 OBJECTIVES 3 PRESENTATION 4 DETAILED OUTLINE 29
KEY FORMULAE 31 PRACTICE EXERCISES 32 TEST 34
ANSWERS TO PRACTICE EXERCISES 37
CHAPTER 2 IMPORTANT SPECIAL CASES OF THE LOGISTIC MODEL 39
INTRODUCTION 40 ABBREVIATED OUTLINE 40 OBJECTIVES 40
PRESENTATION 42 DETAILED OUTLINE 65 PRACTICE EXERCISES 67 TEST 69
ANSWERS TO PRACTICE EXERCISES 71
CHAPTER 3 COMPUTING THE ODDS RATIO IN LOGISTIC REGRESSION 73
INTRODUCTION 74 ABBREVIATED OUTLINE 74 OBJECTIVES 75
PRESENTATION 76 DETAILED OUTLINE 92 PRACTICE EXERCISES 95 TEST 97
ANSWERS TO PRACTICE EXERCISES 99
CHAPTER 4 MAXIMUM LIKELIHOOD TECHNIQUES: AN OVERVIEW 101
INTRODUCTION 102 ABBREVIATED OUTLINE OBJECTIVES 103 102
IMAGE 2
PRESENTATION 104
DETAILED OUTLINE 120 PRACTICE EXERCISES 121 TEST 122 ANSWERS TO PRACTICE
EXERCISES 124
CHAPTER 5 STATISTICAL INFERENCES USING MAXIMUM LIKELIHOOD TECHNIQUES 125
INTRODUCTION 126 ABBREVIATED OUTLINE 126
OBJECTIVES 127 PRESENTATION 128 DETAILED OUTLINE 150 PRACTICE EXERCISES
152 TEST 156 ANSWERS TO PRACTICE EXERCISES 158
CHAPTER 6 MODELING STRATEGY GUIDELINES 161
INTRODUCTION 162 ABBREVIATED OUTLINE 162 OBJECTIVES 163 PRESENTATION 164
DETAILED OUTLINE 183 PRACTICE EXERCISES 184 TEST 186 ANSWERS TO PRACTICE
EXERCISES 188
CHAPTER 7 MODELING STRATEGY FOR ASSESSING INTERACTION AND CONFOUNDING
191 INTRODUCTION 192 ABBREVIATED OUTLINE 192
OBJECTIVES 193 PRESENTATION 194 DETAILED OUTLINE 221 PRACTICE EXERCISES
222
TEST 224 ANSWERS TO PRACTICE EXERCISES 225
IMAGE 3
CHAPTER 8
ANALYSIS OF MATCHED DATA USING LOGISTIC REGRESSION 227 INTRODUCTION 228
ABBREVIATED OUTLINE 228 OBJECTIVES 229
PRESENTATION 230 DETAILED OUTLINE 243 PRACTICE EXERCISES 245 TEST 247
ANSWERS TO PRACTICE EXERCISES 249
CHAPTER 9 POLYTOMOUS LOGISTIC REGRESSION 267
INTRODUCTION 268 ABBREVIATED OUTLINE 268 OBJECTIVES 269
PRESENTATION 270 DETAILED OUTLINE 293 PRACTICE EXERCISES 295 TEST 297
ANSWERS TO PRACTICE EXERCISES 298
CHAPTER 10 ORDINAL LOGISTIC REGRESSION 301
INTRODUCTION 302 ABBREVIATED OUTLINE 302 OBJECTIVES 303
PRESENTATION 304 DETAILED OUTLINE 320 PRACTICE EXERCISES 322
TEST 324 ANSWERS TO PRACTICE EXERCISES 325
CHAPTER 11 LOGISTIC REGRESSION FOR CORRELATED DATA: GEE 327 INTRODUCTION
328 ABBREVIATED OUTLINE 328 OBJECTIVES 329
PRESENTATION 330 DETAILED OUTLINE 367 PRACTICE EXERCISES 373 TEST 374
ANSWERS TO PRACTICE EXERCISES 375
IMAGE 4
CHAPTER 1 2
GEE EXAMPLES 377 INTRODUCTION 378 ABBREVIATED OUTLINE 378 OBJECTIVES 379
PRESENTATION 380 DETAILED OUTLINE 396 PRACTICE EXERCISES 397 TEST 400
ANSWERS TO PRACTICE EXERCISES 402
CHAPTER 1 3 OTHER APPROACHES FOR ANALYSIS OF CORRELATED DATA 405
INTRODUCTION 406 ABBREVIATED OUTLINE 406 OBJECTIVES 407 PRESENTATION 408
DETAILED OUTLINE 427 PRACTICE EXERCISES 429 TEST 433 ANSWERS TO PRACTICE
EXERCISES 435
APPENDIX: COMPUTER PROGRAMS FOR LOGISTIC REGRESSION 437 DATASETS 438 SAS
441
SPSS 464 STATA 474
TEST ANSWERS 487
BIBLIOGRAPHY 503
INDEX 507
|
| any_adam_object | 1 |
| author | Kleinbaum, David G. 1941- Klein, Mitchel |
| author_GND | (DE-588)114206422 |
| author_facet | Kleinbaum, David G. 1941- Klein, Mitchel |
| author_role | aut aut |
| author_sort | Kleinbaum, David G. 1941- |
| author_variant | d g k dg dgk m k mk |
| building | Verbundindex |
| bvnumber | BV015737295 |
| callnumber-first | R - Medicine |
| callnumber-label | R853 |
| callnumber-raw | R853.S7K54 2002 |
| callnumber-search | R853.S7K54 2002 |
| callnumber-sort | R 3853 S7 K54 42002 |
| callnumber-subject | R - General Medicine |
| classification_rvk | CM 4000 QH 234 SK 840 XF 3500 |
| ctrlnum | (OCoLC)48892848 (DE-599)BVBBV015737295 |
| dewey-full | 610/.7/2721 610/.7/27 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 610 - Medicine and health |
| dewey-raw | 610/.7/27 21 610/.7/27 |
| dewey-search | 610/.7/27 21 610/.7/27 |
| dewey-sort | 3610 17 227 221 |
| dewey-tens | 610 - Medicine and health |
| discipline | Psychologie Mathematik Wirtschaftswissenschaften Medizin |
| edition | 2. ed. |
| format | Book |
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| indexdate | 2024-07-09T19:09:35Z |
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| isbn | 0387953973 |
| language | English |
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| spelling | Kleinbaum, David G. 1941- Verfasser (DE-588)114206422 aut Logistic regression a self-learning text David G. Kleinbaum ; Mitchel Klein 2. ed. New York, NY Springer 2002 XIV, 513 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistics for biology and health Literaturverz. S. 503 - 505 ANÁLISE DE REGRESSÃO E DE CORRELAÇÃO larpcal ANÁLISE MULTIVARIADA larpcal BIOCIÊNCIAS larpcal ESTATÍSTICA APLICADA larpcal LOGÍSTICA (ESTATÍSTICA) larpcal PESQUISA OPERACIONAL larpcal Regressieanalyse gtt Medizin Medicine -- Research -- Statistical methods Regression analysis Logistic distribution Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Logistische Verteilung (DE-588)4299453-6 gnd rswk-swf Logistische Verteilung (DE-588)4299453-6 s Regressionsanalyse (DE-588)4129903-6 s Medizinische Statistik (DE-588)4127563-9 s 1\p DE-604 Klein, Mitchel Verfasser aut SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010122186&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kleinbaum, David G. 1941- Klein, Mitchel Logistic regression a self-learning text ANÁLISE DE REGRESSÃO E DE CORRELAÇÃO larpcal ANÁLISE MULTIVARIADA larpcal BIOCIÊNCIAS larpcal ESTATÍSTICA APLICADA larpcal LOGÍSTICA (ESTATÍSTICA) larpcal PESQUISA OPERACIONAL larpcal Regressieanalyse gtt Medizin Medicine -- Research -- Statistical methods Regression analysis Logistic distribution Regressionsanalyse (DE-588)4129903-6 gnd Medizinische Statistik (DE-588)4127563-9 gnd Logistische Verteilung (DE-588)4299453-6 gnd |
| subject_GND | (DE-588)4129903-6 (DE-588)4127563-9 (DE-588)4299453-6 |
| title | Logistic regression a self-learning text |
| title_auth | Logistic regression a self-learning text |
| title_exact_search | Logistic regression a self-learning text |
| title_full | Logistic regression a self-learning text David G. Kleinbaum ; Mitchel Klein |
| title_fullStr | Logistic regression a self-learning text David G. Kleinbaum ; Mitchel Klein |
| title_full_unstemmed | Logistic regression a self-learning text David G. Kleinbaum ; Mitchel Klein |
| title_short | Logistic regression |
| title_sort | logistic regression a self learning text |
| title_sub | a self-learning text |
| topic | ANÁLISE DE REGRESSÃO E DE CORRELAÇÃO larpcal ANÁLISE MULTIVARIADA larpcal BIOCIÊNCIAS larpcal ESTATÍSTICA APLICADA larpcal LOGÍSTICA (ESTATÍSTICA) larpcal PESQUISA OPERACIONAL larpcal Regressieanalyse gtt Medizin Medicine -- Research -- Statistical methods Regression analysis Logistic distribution Regressionsanalyse (DE-588)4129903-6 gnd Medizinische Statistik (DE-588)4127563-9 gnd Logistische Verteilung (DE-588)4299453-6 gnd |
| topic_facet | ANÁLISE DE REGRESSÃO E DE CORRELAÇÃO ANÁLISE MULTIVARIADA BIOCIÊNCIAS ESTATÍSTICA APLICADA LOGÍSTICA (ESTATÍSTICA) PESQUISA OPERACIONAL Regressieanalyse Medizin Medicine -- Research -- Statistical methods Regression analysis Logistic distribution Regressionsanalyse Medizinische Statistik Logistische Verteilung |
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