Transformations for Parametric Modeling of Censored Data in Survival Analysis

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14110%2F15%3A00083033" target="_blank" >RIV/00216224:14110/15:00083033 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1007/978-3-319-11128-5_183" target="_blank" >http://dx.doi.org/10.1007/978-3-319-11128-5_183</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-11128-5_183" target="_blank" >10.1007/978-3-319-11128-5_183</a>

Result language

angličtina

Original language name

Transformations for Parametric Modeling of Censored Data in Survival Analysis

Original language description

Some specific transformation functions are introduced in this paper to transform probability distributions commonly used for parametric modelling in survival analysis in order to make the analysis more flexible and prevent possible overestimation in longer survival times. The developed distributions were used to model the survival functions for two different data sets that contain information about patients suffering from breast cancer and colorectal carcinoma. The results are compared with the standardapproach using Akaike´s information criterion.

Czech name

—

Czech description

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Type

D - Article in proceedings

CEP classification

BB - Applied statistics, operational research

OECD FORD branch

—

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2015

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

IFMBE Proceedings

ISBN

9783319111278

ISSN

1680-0737

e-ISSN

—

Number of pages

4

Pages from-to

736-739

Publisher name

Springer

Place of publication

Heidelberg

Event location

Dubrovnik

Event date

Sep 7, 2014

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000349454200183