Análisis de datos censurados para ingeniería y ciencias biológicas

 

Tallennettuna:
Bibliografiset tiedot
Tekijä: Ulín Montejo, Fidel
Aineistotyyppi: artículo original
Tila:Versión publicada
Julkaisupäivä:2007
Kuvaus:The statistical analysis of lifetime or response time data has become a to pic of considerable interest to mathematicians and statisticians in areas such as engineering, medicine, and the environmental sciences. Maximum likelihood methods have been one of most important tools to solve problems from ana lysis of lifetime to reliability analysis data. Taking typical problems of several areas and using these methods, it intends motivate to scientists, engineers, and students in censored data analysis. An example is presented about a clinical trial, which was conducted to determine whether a hormone treatment benefits women who suffer breast cancer [3]. On the other hand, an example of the degradation analysis is presented to estimate parameters model fatigue crack-size for an alloy [5]. Finally, it emphasizes on a test procedure for comparing medians in a lognormal two-sample context containing two pollutants [12]. Comparisons are made between the lognormal me thodology introduced here and the non-parametric methods used by Millard [6]. SPLIDA [10] and SPLUS [11] are used to implement the methodologies.
Maa:Portal de Revistas UCR
Organisaatio:Universidad de Costa Rica
Repositorio:Portal de Revistas UCR
Kieli:Español
OAI Identifier:oai:archivo.portal.ucr.ac.cr:article/39326
Linkit:https://archivo.revistas.ucr.ac.cr/index.php/matematica/article/view/39326
Sanahaku:Censored data
exponential distribution
degradation
lognormal distribution
maximum likelihood
Datos censurados
distribución exponencial
distribución lognormal
máxima verosimilitud