Modelling survival data in medical research:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, Fla. [u.a.]
Chapman & Hall/CRC
2003
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Texts in statistical science
[57] |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 391 S. graph. Darst. |
| ISBN: | 1584883251 9781584883258 |
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| 650 | 7 | |a Overlevingsanalyse |2 gtt | |
| 650 | 7 | |a Recherche médicale |2 rasuqam | |
| 650 | 4 | |a Clinical trials |x Statistical methods | |
| 650 | 4 | |a Proportional Hazards Models | |
| 650 | 4 | |a Research |x methods | |
| 650 | 4 | |a Software | |
| 650 | 4 | |a Survival Analysis | |
| 650 | 4 | |a Survival analysis (Biometry) | |
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Datensatz im Suchindex
| _version_ | 1804129789789863936 |
|---|---|
| adam_text | Contents
Preface to the second edition
Preface to the first edition
1 Survival analysis 1
1.1 Special features of survival data 1
1.2 Some examples 5
1.3 Survivor function and hazard function 11
1.4 Further reading 13
2 Some non parametric procedures 15
2.1 Estimating the survivor function 15
2.2 Standard error of the estimated survivor function 23
2.3 Estimating the hazard function 29
2.4 Estimating the median and percentiles of survival times 33
2.5 Confidence intervals for the median and percentiles 35
2.6 Comparison of two groups of survival data 37
2.7 Comparison of three or more groups of survival data 48
2.8 Stratified tests 49
2.9 Log rank test for trend 51
2.10 Further reading 53
3 Modelling survival data 55
3.1 Modelling the hazard function 55
3.2 The linear component of the proportional hazards model 58
3.3 Fitting the proportional hazards model 63
3.4 Confidence intervals and hypothesis tests for the /3 s 69
3.5 Comparing alternative models 73
3.6 Strategy for model selection 80
3.7 Interpretation of parameter estimates 89
3.8 Estimating the hazard and survivor functions 97
3.9 Proportional hazards modelling and the log rank test 106
3.10 Further reading 109
|
| any_adam_object | 1 |
| author | Collett, David 1952- |
| author_GND | (DE-588)124349013 |
| author_facet | Collett, David 1952- |
| author_role | aut |
| author_sort | Collett, David 1952- |
| author_variant | d c dc |
| building | Verbundindex |
| bvnumber | BV016458431 |
| callnumber-first | R - Medicine |
| callnumber-label | R853 |
| callnumber-raw | R853.S7 |
| callnumber-search | R853.S7 |
| callnumber-sort | R 3853 S7 |
| callnumber-subject | R - General Medicine |
| classification_rvk | SK 830 XF 3500 |
| classification_tum | BIO 105f MAT 639f MED 230f |
| ctrlnum | (OCoLC)51342686 (DE-599)BVBBV016458431 |
| dewey-full | 610/.7/27 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 610 - Medicine and health |
| dewey-raw | 610/.7/27 |
| dewey-search | 610/.7/27 |
| dewey-sort | 3610 17 227 |
| dewey-tens | 610 - Medicine and health |
| discipline | Biologie Mathematik Medizin |
| edition | 2. ed. |
| format | Book |
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| genre_facet | Guide (Descripteur de forme) |
| id | DE-604.BV016458431 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T19:10:43Z |
| institution | BVB |
| isbn | 1584883251 9781584883258 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-010175707 |
| oclc_num | 51342686 |
| open_access_boolean | |
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| physical | 391 S. graph. Darst. |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Chapman & Hall/CRC |
| record_format | marc |
| series | Texts in statistical science |
| series2 | Texts in statistical science |
| spelling | Collett, David 1952- Verfasser (DE-588)124349013 aut Modelling survival data in medical research David Collett 2. ed. Boca Raton, Fla. [u.a.] Chapman & Hall/CRC 2003 391 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Texts in statistical science [57] Analyse de survie (Statistique) rasuqam Estatística aplicada larpcal Medicina larpcal Modèle statistique rasuqam Overlevingsanalyse gtt Recherche médicale rasuqam Clinical trials Statistical methods Proportional Hazards Models Research methods Software Survival Analysis Survival analysis (Biometry) Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Überlebenszeit (DE-588)4186609-5 gnd rswk-swf Weibull-Verteilung (DE-588)4065029-7 gnd rswk-swf Medizin (DE-588)4038243-6 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Überlebungsfunktion (DE-588)4411740-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Forschung (DE-588)4017894-8 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Lebenserwartung (DE-588)4167016-4 gnd rswk-swf Guide (Descripteur de forme) rasuqam Überlebenszeit (DE-588)4186609-5 s Mathematisches Modell (DE-588)4114528-8 s DE-604 Statistik (DE-588)4056995-0 s Medizin (DE-588)4038243-6 s Forschung (DE-588)4017894-8 s Überlebungsfunktion (DE-588)4411740-1 s Modellierung (DE-588)4170297-9 s 1\p DE-604 Ereignisdatenanalyse (DE-588)4132103-0 s 2\p DE-604 Lebenserwartung (DE-588)4167016-4 s 3\p DE-604 Medizinische Statistik (DE-588)4127563-9 s 4\p DE-604 Weibull-Verteilung (DE-588)4065029-7 s 5\p DE-604 Texts in statistical science [57] (DE-604)BV022819715 57 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010175707&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 5\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Collett, David 1952- Modelling survival data in medical research Texts in statistical science Analyse de survie (Statistique) rasuqam Estatística aplicada larpcal Medicina larpcal Modèle statistique rasuqam Overlevingsanalyse gtt Recherche médicale rasuqam Clinical trials Statistical methods Proportional Hazards Models Research methods Software Survival Analysis Survival analysis (Biometry) Mathematisches Modell (DE-588)4114528-8 gnd Überlebenszeit (DE-588)4186609-5 gnd Weibull-Verteilung (DE-588)4065029-7 gnd Medizin (DE-588)4038243-6 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd Modellierung (DE-588)4170297-9 gnd Überlebungsfunktion (DE-588)4411740-1 gnd Statistik (DE-588)4056995-0 gnd Forschung (DE-588)4017894-8 gnd Medizinische Statistik (DE-588)4127563-9 gnd Lebenserwartung (DE-588)4167016-4 gnd |
| subject_GND | (DE-588)4114528-8 (DE-588)4186609-5 (DE-588)4065029-7 (DE-588)4038243-6 (DE-588)4132103-0 (DE-588)4170297-9 (DE-588)4411740-1 (DE-588)4056995-0 (DE-588)4017894-8 (DE-588)4127563-9 (DE-588)4167016-4 |
| title | Modelling survival data in medical research |
| title_auth | Modelling survival data in medical research |
| title_exact_search | Modelling survival data in medical research |
| title_full | Modelling survival data in medical research David Collett |
| title_fullStr | Modelling survival data in medical research David Collett |
| title_full_unstemmed | Modelling survival data in medical research David Collett |
| title_short | Modelling survival data in medical research |
| title_sort | modelling survival data in medical research |
| topic | Analyse de survie (Statistique) rasuqam Estatística aplicada larpcal Medicina larpcal Modèle statistique rasuqam Overlevingsanalyse gtt Recherche médicale rasuqam Clinical trials Statistical methods Proportional Hazards Models Research methods Software Survival Analysis Survival analysis (Biometry) Mathematisches Modell (DE-588)4114528-8 gnd Überlebenszeit (DE-588)4186609-5 gnd Weibull-Verteilung (DE-588)4065029-7 gnd Medizin (DE-588)4038243-6 gnd Ereignisdatenanalyse (DE-588)4132103-0 gnd Modellierung (DE-588)4170297-9 gnd Überlebungsfunktion (DE-588)4411740-1 gnd Statistik (DE-588)4056995-0 gnd Forschung (DE-588)4017894-8 gnd Medizinische Statistik (DE-588)4127563-9 gnd Lebenserwartung (DE-588)4167016-4 gnd |
| topic_facet | Analyse de survie (Statistique) Estatística aplicada Medicina Modèle statistique Overlevingsanalyse Recherche médicale Clinical trials Statistical methods Proportional Hazards Models Research methods Software Survival Analysis Survival analysis (Biometry) Mathematisches Modell Überlebenszeit Weibull-Verteilung Medizin Ereignisdatenanalyse Modellierung Überlebungsfunktion Statistik Forschung Medizinische Statistik Lebenserwartung Guide (Descripteur de forme) |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010175707&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV022819715 |
| work_keys_str_mv | AT collettdavid modellingsurvivaldatainmedicalresearch |