An introduction to survival analysis using Stata:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
College Station, Tex.
Stata Press
2004
|
| Edition: | Rev. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 308 S. Ill. |
| ISBN: | 1881228843 |
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MARC
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Record in the Search Index
| _version_ | 1804132965721047040 |
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| adam_text | Titel: An introduction to survival analysis using Stata
Autor: Cleves, Mario Alberto
Jahr: 2004
Contents ix
12 Parametric models 197
12.1 Motivation .................................. 197
12.2 Classes of parametric models........................ 200
12.2.1 Parametric proportional hazards models.............. 201
12.2.2 Accelerated failure-time models................... 207
12.2.3 Comparing the two parameterizations............... 209
13 A survey of parametric regression models in Stata 213
13.1 The exponential model............................ 215
13.1.1 Exponential regression in the PH metric.............. 215
13.1.2 Exponential regression in the AFT metric............. 222
13.2 Weibull regression.............................. 224
13.2.1 Weibull regression in the PH metric................ 224
Fitting null models.......................... 229
13.2.2 Weibull regression in the AFT metric ............... 233
13.3 Gompertz regression (PH metric)...................... 234
13.4 Log-normal regression (AFT metric).................... 237
13.5 Log-logistic regression (AFT metric).................... 240
13.6 Generalized gamma regression (AFT metric) ............... 244
13.7 Choosing among parametric models .................... 246
13.7.1 Nested models ............................ 246
13.7.2 Non-nested models.......................... 249
14 Post-estimation commands for parametric models 251
14.1 Use of predict after streg........................... 251
14.1.1 Predicting the time of failure.................... 253
14.1.2 Predicting the hazard and related functions............ 259
14.1.3 Calculating residuals......................... 262
14.2 Using stcurve................................. 264
x Contents
15 Generalizing the parametric regression model 269
15.1 Using the ancillaryQ option......................... 269
15.2 Stratified models............................... 275
15.3 Frailty models................................. 278
15.3.1 Unshared frailty models....................... 279
15.3.2 Kidney data.............................. 280
15.3.3 Testing for heterogeneity ...................... 285
15.3.4 Shared frailty models ........................ 292
References 299
Author index 303
Subject index 305
|
| any_adam_object | 1 |
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| author_GND | (DE-588)136053076 |
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| author_role | aut aut aut |
| author_sort | Cleves, Mario Alberto 1954- |
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| building | Verbundindex |
| bvnumber | BV019607618 |
| classification_rvk | MR 2200 QH 252 |
| ctrlnum | (OCoLC)255323479 (DE-599)BVBBV019607618 |
| discipline | Soziologie Wirtschaftswissenschaften |
| edition | Rev. ed. |
| format | Book |
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| isbn | 1881228843 |
| language | English |
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| spelling | Cleves, Mario Alberto 1954- Verfasser (DE-588)136053076 aut An introduction to survival analysis using Stata Mario A. Cleves ; William W. Gould ; Roberto G. Gutierrez Rev. ed. College Station, Tex. Stata Press 2004 XX, 308 S. Ill. txt rdacontent n rdamedia nc rdacarrier Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Überleben (DE-588)4117273-5 gnd rswk-swf Stata (DE-588)4617285-3 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 s Statistische Analyse (DE-588)4116599-8 s Stata (DE-588)4617285-3 s DE-604 Überleben (DE-588)4117273-5 s 1\p DE-604 Gould, William W. Verfasser aut Gutierrez, Roberto G. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012937394&sequence=000004&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 | Cleves, Mario Alberto 1954- Gould, William W. Gutierrez, Roberto G. An introduction to survival analysis using Stata Statistische Analyse (DE-588)4116599-8 gnd Überleben (DE-588)4117273-5 gnd Stata (DE-588)4617285-3 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd |
| subject_GND | (DE-588)4116599-8 (DE-588)4117273-5 (DE-588)4617285-3 (DE-588)4132103-0 |
| title | An introduction to survival analysis using Stata |
| title_auth | An introduction to survival analysis using Stata |
| title_exact_search | An introduction to survival analysis using Stata |
| title_full | An introduction to survival analysis using Stata Mario A. Cleves ; William W. Gould ; Roberto G. Gutierrez |
| title_fullStr | An introduction to survival analysis using Stata Mario A. Cleves ; William W. Gould ; Roberto G. Gutierrez |
| title_full_unstemmed | An introduction to survival analysis using Stata Mario A. Cleves ; William W. Gould ; Roberto G. Gutierrez |
| title_short | An introduction to survival analysis using Stata |
| title_sort | an introduction to survival analysis using stata |
| topic | Statistische Analyse (DE-588)4116599-8 gnd Überleben (DE-588)4117273-5 gnd Stata (DE-588)4617285-3 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd |
| topic_facet | Statistische Analyse Überleben Stata Ereignisdatenanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012937394&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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