About: The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions

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About: The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions Goto Sponge Distinct Permalink

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The accelerated failure time (AFT) model is a useful alternative to the proportional hazard model for modelling interval-censored survival times. We illustrate the usefulness of a class of flexible AFT models. Flexibility is achieved by assuming that the distributional parts consist of penalized Gaussian mixtures. The AFT models are introduced and exemplified via research questions originating from a longitudinal dental study conducted in Flanders (North of Belgium). Emphasis is put on the analyzes which are performed using routines written in the R-language. They show the practical usefulness of our approach. The accelerated failure time (AFT) model is a useful alternative to the proportional hazard model for modelling interval-censored survival times. We illustrate the usefulness of a class of flexible AFT models. Flexibility is achieved by assuming that the distributional parts consist of penalized Gaussian mixtures. The AFT models are introduced and exemplified via research questions originating from a longitudinal dental study conducted in Flanders (North of Belgium). Emphasis is put on the analyzes which are performed using routines written in the R-language. They show the practical usefulness of our approach. (en)
Title	The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions (en)
skos:prefLabel	The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions (en)
skos:notation	RIV/00216208:11320/09:00206939!RIV10-MSM-11320___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM0021620839)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Komárek, Arnošt
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	338651
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/09:00206939
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	regression; analysis; correlated; interval-censored; illustration; using; accelerated; failure; models; flexible; distributional; assumptions (en)
http://linked.open.../riv/klicoveSlovo	assumptions flexible illustration using interval-censored analysis models accelerated failure regression distributional correlated
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[F7DB4499F861]
http://linked.open...i/riv/nazevZdroje	Statistical Modelling
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2009
http://linked.open...v/svazekPeriodika	9
http://linked.open...iv/tvurceVysledku	Komárek, Arnošt Lesaffre, Emmanuel
http://linked.open...ain/vavai/riv/wos	000272945200003
http://linked.open...n/vavai/riv/zamer	Metody moderní matematiky a jejich aplikace
issn	1471-082X
number of pages	21 (xsd:int)
http://localhost/t...ganizacniJednotka	11320
is http://linked.open...avai/riv/vysledek of	The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions

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