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Juarez, O., (2023). M-Splines baseline hazard approximation for the proportional hazard model with right censored data [Pontificia Universidad Católica del Perú]. http://hdl.handle.net/20.500.12404/25419
Juarez, O., M-Splines baseline hazard approximation for the proportional hazard model with right censored data []. PE: Pontificia Universidad Católica del Perú; 2023. http://hdl.handle.net/20.500.12404/25419
@mastersthesis{renati/26111,
title = "M-Splines baseline hazard approximation for the proportional hazard model with right censored data",
author = "Juarez García, Omar Alejandro",
publisher = "Pontificia Universidad Católica del Perú",
year = "2023"
}
Title: M-Splines baseline hazard approximation for the proportional hazard model with right censored data
Authors(s): Juarez García, Omar Alejandro
Advisor(s): Sal Y Rosas Celi, Victor Giancarlo
Keywords: Análisis de regresión; Splines (Análisis numérico)
OCDE field: https://purl.org/pe-repo/ocde/ford#1.01.03
Issue Date: 20-Jul-2023
Institution: Pontificia Universidad Católica del Perú
Abstract: The proportional hazard model plays a fundamental role in the analysis of time-to-event
data. In this thesis, we conduct a simulation study to evaluate the performance of M-splines
to estimate the baseline cumulative hazard function for the proportional hazard model. We
assess the effect of sample size and number of knots in the estimation process. Finally, we
apply this method to a sample of students from a university where the event of interest is
the payment on time of the last tuition fee.
Link to repository: http://hdl.handle.net/20.500.12404/25419
Discipline: Estadística
Grade or title grantor: Pontificia Universidad Católica del Perú. Escuela de Posgrado.
Grade or title: Maestro en Estadística
Juror: Benites Sanchez, Luis Enrique; Sal Y Rosas Celi, Victor Giancarlo; Quiroz Cornejo, Zaida Jesús
Register date: 20-Jul-2023
This item is licensed under a Creative Commons License