Dynamic prediction in clinical survival analysis: "A Chapman & Hall book."
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Boca Raton, Fla.
CRC Press
2012
|
| Subjects: | |
| Item Description: | Includes bibliographical references The special nature of survival data -- Cox regression model -- Measuring the predictive value of a Cox model -- Calibration and revision of Cox models -- Mechanisms explaining violation of the Cox model -- Non-proportional hazards models -- Dealing with non-proportional hazards -- Dynamic predictions using biomarkers -- Dynamic prediction in multi-state models -- Dynamic prediction in chronic disease -- Penalized Cox models -- Dynamic prediction based on genomic data "In the last twenty years, dynamic prediction models have been extensively used to monitor patient prognosis in survival analysis. Written by one of the pioneers in the area, this book synthesizes these developments in a unified framework. It covers a range of models, including prognostic and dynamic prediction of survival using genomic data and time-dependent information. The text includes numerous examples using real data that is taken from the authors collaborative research. R programs are provided for implementing the methods"--Provided by publisher |
| Physical Description: | 1 Online-Ressource (xvi, 231 p.) |
| ISBN: | 9781439835432 |
Staff View
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T00:16:45Z |
| institution | BVB |
| isbn | 9781439835432 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024951268 |
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| physical | 1 Online-Ressource (xvi, 231 p.) |
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| publishDate | 2012 |
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| publisher | CRC Press |
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| spelling | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." Hans C. van Houwelingen, Hein Putter Boca Raton, Fla. CRC Press 2012 1 Online-Ressource (xvi, 231 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references The special nature of survival data -- Cox regression model -- Measuring the predictive value of a Cox model -- Calibration and revision of Cox models -- Mechanisms explaining violation of the Cox model -- Non-proportional hazards models -- Dealing with non-proportional hazards -- Dynamic predictions using biomarkers -- Dynamic prediction in multi-state models -- Dynamic prediction in chronic disease -- Penalized Cox models -- Dynamic prediction based on genomic data "In the last twenty years, dynamic prediction models have been extensively used to monitor patient prognosis in survival analysis. Written by one of the pioneers in the area, this book synthesizes these developments in a unified framework. It covers a range of models, including prognostic and dynamic prediction of survival using genomic data and time-dependent information. The text includes numerous examples using real data that is taken from the authors collaborative research. R programs are provided for implementing the methods"--Provided by publisher Online-Ausgabe Palo Alto, Calif. ebrary605 L Online-Ausgabe Proportional hazards models Survival analysis (Biometry) Ereignisdatenanalyse (DE-588)4132103-0 gnd rswk-swf Ereignisdatenanalyse (DE-588)4132103-0 s DE-604 Houwelingen, J. C. van Sonstige oth Putter, Hein Sonstige oth Reproduktion von Dynamic prediction in clinical survival analysis 2012 Erscheint auch als Druck-Ausgabe, Hardcover 978-1-4398-3533-3 |
| spellingShingle | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." Proportional hazards models Survival analysis (Biometry) Ereignisdatenanalyse (DE-588)4132103-0 gnd |
| subject_GND | (DE-588)4132103-0 |
| title | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." |
| title_auth | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." |
| title_exact_search | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." |
| title_full | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." Hans C. van Houwelingen, Hein Putter |
| title_fullStr | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." Hans C. van Houwelingen, Hein Putter |
| title_full_unstemmed | Dynamic prediction in clinical survival analysis "A Chapman & Hall book." Hans C. van Houwelingen, Hein Putter |
| title_short | Dynamic prediction in clinical survival analysis |
| title_sort | dynamic prediction in clinical survival analysis a chapman hall book |
| title_sub | "A Chapman & Hall book." |
| topic | Proportional hazards models Survival analysis (Biometry) Ereignisdatenanalyse (DE-588)4132103-0 gnd |
| topic_facet | Proportional hazards models Survival analysis (Biometry) Ereignisdatenanalyse |
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