A parametric estimation of hazard function for cancer patients
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F05%3A00012565" target="_blank" >RIV/00216224:14310/05:00012565 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A parametric estimation of hazard function for cancer patients
Original language description
A hazard function depending on three interpretable parameters is proposed. The expression of it originates in two assumptions - the hazard depends on growth of cancer cells and cancer cell population follows the Gompertz growth model. Then a method for estimation of the parameters is developed and applicability of it is illustrated on simulated data. The described approach is applied to five sets of cancer patients survival data and it is compared with a different one - kernel estimation of the hazard function.
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA201%2F01%2F0079" target="_blank" >GA201/01/0079: Qualitative theory of solutions of difference equations</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2005
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů