Dynamic prediction in clinical survival analysis / Hans C. van Houwelingen, Hein Putter.
"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 d...
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Superior document: | Monographs on statistics and applied probability ; 123 |
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Year of Publication: | 2012 |
Language: | English |
Series: | Monographs on statistics and applied probability ;
123. |
Online Access: | |
Physical Description: | xvi, 231 p. :; ill. |
Notes: | "A Chapman & Hall book." |
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(MiAaPQ)500830223 (Au-PeEL)EBL830223 (CaPaEBR)ebr10522550 (CaONFJC)MIL352576 (OCoLC)773034860 |
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Houwelingen, J. C. van. Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter. Boca Raton, Fla. : CRC Press, 2012. xvi, 231 p. : ill. Monographs on statistics and applied probability ; 123 "A Chapman & Hall book." 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. Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries. Proportional hazards models. Survival analysis (Biometry) Electronic books. Putter, Hein. ProQuest (Firm) Monographs on statistics and applied probability ; 123. https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=830223 Click to View |
language |
English |
format |
Electronic eBook |
author |
Houwelingen, J. C. van. |
spellingShingle |
Houwelingen, J. C. van. Dynamic prediction in clinical survival analysis Monographs on statistics and applied probability ; 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. |
author_facet |
Houwelingen, J. C. van. Putter, Hein. ProQuest (Firm) ProQuest (Firm) |
author_variant |
j c v h jcv jcvh |
author2 |
Putter, Hein. ProQuest (Firm) |
author2_variant |
h p hp |
author2_role |
TeilnehmendeR TeilnehmendeR |
author_corporate |
ProQuest (Firm) |
author_sort |
Houwelingen, J. C. van. |
title |
Dynamic prediction in clinical survival analysis |
title_full |
Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter. |
title_fullStr |
Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter. |
title_full_unstemmed |
Dynamic prediction in clinical survival analysis [electronic resource] / Hans C. van Houwelingen, Hein Putter. |
title_auth |
Dynamic prediction in clinical survival analysis |
title_new |
Dynamic prediction in clinical survival analysis |
title_sort |
dynamic prediction in clinical survival analysis |
series |
Monographs on statistics and applied probability ; |
series2 |
Monographs on statistics and applied probability ; |
publisher |
CRC Press, |
publishDate |
2012 |
physical |
xvi, 231 p. : ill. |
contents |
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. |
isbn |
9781439835432 (electronic bk.) |
callnumber-first |
Q - Science |
callnumber-subject |
QH - Natural History and Biology |
callnumber-label |
QH323 |
callnumber-sort |
QH 3323.5 H68 42012 |
genre |
Electronic books. |
genre_facet |
Electronic books. |
url |
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=830223 |
illustrated |
Illustrated |
dewey-hundreds |
600 - Technology |
dewey-tens |
610 - Medicine & health |
dewey-ones |
615 - Pharmacology & therapeutics |
dewey-full |
615.580724 |
dewey-sort |
3615.580724 |
dewey-raw |
615.580724 |
dewey-search |
615.580724 |
oclc_num |
773034860 |
work_keys_str_mv |
AT houwelingenjcvan dynamicpredictioninclinicalsurvivalanalysis AT putterhein dynamicpredictioninclinicalsurvivalanalysis AT proquestfirm dynamicpredictioninclinicalsurvivalanalysis |
status_str |
n |
ids_txt_mv |
(MiAaPQ)500830223 (Au-PeEL)EBL830223 (CaPaEBR)ebr10522550 (CaONFJC)MIL352576 (OCoLC)773034860 |
hierarchy_parent_title |
Monographs on statistics and applied probability ; 123 |
hierarchy_sequence |
123. |
is_hierarchy_title |
Dynamic prediction in clinical survival analysis |
container_title |
Monographs on statistics and applied probability ; 123 |
author2_original_writing_str_mv |
noLinkedField noLinkedField |
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1792330724117839872 |
fullrecord |
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