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Statements

Subject Item
n2:RIV%2F00216224%3A14310%2F14%3A00074903%21RIV15-MSM-14310___
rdf:type
n9:Vysledek skos:Concept
rdfs:seeAlso
http://www.google.cz/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&cad=rja&sqi=2&ved=0CDQQFjAB&url=http%3A%2F%2Fwww.wseas.us%2Fbooks%2F2010%2FCambridge%2FEE.pdf&ei=-MbXUoS3AefgygPPvYDABA&usg=AFQjCNHWU0JL2ynkTAX-FLuET2h9wLM7rg&sig2=w7NY0ORsFF3I-zO1oBC1uQ&bvm=b
dcterms:description
The hazard function is a useful tool in survival analysis and reflects the instantaneous probability that an individual will die within the next time instant. In practice, the hazard function depends on covariates as an age and a gender. The most frequently used method to estimate a conditional hazard function is semiparametric model suggested by D. R. Cox. Assumptions of this model are too restrictive in many cases. In the present paper is proposed an estimator for conditional hazard function as the ratio of kernel estimators for the onditional density and survival function. We illustrate the utility of the proposed method through application to cancer data sets. The hazard function is a useful tool in survival analysis and reflects the instantaneous probability that an individual will die within the next time instant. In practice, the hazard function depends on covariates as an age and a gender. The most frequently used method to estimate a conditional hazard function is semiparametric model suggested by D. R. Cox. Assumptions of this model are too restrictive in many cases. In the present paper is proposed an estimator for conditional hazard function as the ratio of kernel estimators for the onditional density and survival function. We illustrate the utility of the proposed method through application to cancer data sets.
dcterms:title
Kernel Estimation of Conditional Hazard Function for Cancer Data Kernel Estimation of Conditional Hazard Function for Cancer Data
skos:prefLabel
Kernel Estimation of Conditional Hazard Function for Cancer Data Kernel Estimation of Conditional Hazard Function for Cancer Data
skos:notation
RIV/00216224:14310/14:00074903!RIV15-MSM-14310___
n3:aktivita
n14:O
n3:aktivity
O
n3:dodaniDat
n8:2015
n3:domaciTvurceVysledku
n12:5407656 n12:2811294 n12:9663290
n3:druhVysledku
n18:D
n3:duvernostUdaju
n7:S
n3:entitaPredkladatele
n20:predkladatel
n3:idSjednocenehoVysledku
24190
n3:idVysledku
RIV/00216224:14310/14:00074903
n3:jazykVysledku
n16:eng
n3:klicovaSlova
Hazard function; kernel; bandwidth; cross-validation method; survival function; censoring
n3:klicoveSlovo
n4:censoring n4:cross-validation%20method n4:kernel n4:bandwidth n4:Hazard%20function n4:survival%20function
n3:kontrolniKodProRIV
[4F6C6E0807C6]
n3:mistoKonaniAkce
Tenerife, Španělsko
n3:mistoVydani
Tenerife, Španělsko
n3:nazevZdroje
Recent Advances in Energy, Environment, Biology and Ecology
n3:obor
n13:BB
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:rokUplatneniVysledku
n8:2014
n3:tvurceVysledku
Horová, Ivanka Selingerová, Iveta Zelinka, Jiří
n3:typAkce
n19:WRD
n3:zahajeniAkce
2014-01-10+01:00
s:numberOfPages
7
n10:hasPublisher
WSEAS Press
n15:isbn
9789604743582
n17:organizacniJednotka
14310