M-Splines baseline hazard approximation for the proportional hazard model with right censored data
Descripción del Articulo
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 s...
| Autor: | |
|---|---|
| Formato: | tesis de maestría |
| Fecha de Publicación: | 2023 |
| Institución: | Pontificia Universidad Católica del Perú |
| Repositorio: | PUCP-Tesis |
| Lenguaje: | inglés |
| OAI Identifier: | oai:tesis.pucp.edu.pe:20.500.12404/25419 |
| Enlace del recurso: | http://hdl.handle.net/20.500.12404/25419 |
| Nivel de acceso: | acceso abierto |
| Materia: | Análisis de regresión Splines (Análisis numérico) https://purl.org/pe-repo/ocde/ford#1.01.03 |
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| dc.title.es_ES.fl_str_mv |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| title |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| spellingShingle |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data Juarez García, Omar Alejandro Análisis de regresión Splines (Análisis numérico) https://purl.org/pe-repo/ocde/ford#1.01.03 |
| title_short |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| title_full |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| title_fullStr |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| title_full_unstemmed |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| title_sort |
M-Splines baseline hazard approximation for the proportional hazard model with right censored data |
| author |
Juarez García, Omar Alejandro |
| author_facet |
Juarez García, Omar Alejandro |
| author_role |
author |
| dc.contributor.advisor.fl_str_mv |
Sal Y Rosas Celi, Victor Giancarlo |
| dc.contributor.author.fl_str_mv |
Juarez García, Omar Alejandro |
| dc.subject.es_ES.fl_str_mv |
Análisis de regresión Splines (Análisis numérico) |
| topic |
Análisis de regresión Splines (Análisis numérico) https://purl.org/pe-repo/ocde/ford#1.01.03 |
| dc.subject.ocde.es_ES.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#1.01.03 |
| description |
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. |
| publishDate |
2023 |
| dc.date.accessioned.none.fl_str_mv |
2023-07-20T21:32:19Z |
| dc.date.available.none.fl_str_mv |
2023-07-20T21:32:19Z |
| dc.date.created.none.fl_str_mv |
2023 |
| dc.date.issued.fl_str_mv |
2023-07-20 |
| dc.type.es_ES.fl_str_mv |
info:eu-repo/semantics/masterThesis |
| format |
masterThesis |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12404/25419 |
| url |
http://hdl.handle.net/20.500.12404/25419 |
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eng |
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eng |
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SUNEDU |
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info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by-nc/2.5/pe/ |
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openAccess |
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http://creativecommons.org/licenses/by-nc/2.5/pe/ |
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Pontificia Universidad Católica del Perú |
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PE |
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Sal Y Rosas Celi, Victor GiancarloJuarez García, Omar Alejandro2023-07-20T21:32:19Z2023-07-20T21:32:19Z20232023-07-20http://hdl.handle.net/20.500.12404/25419The 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.engPontificia Universidad Católica del PerúPEinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc/2.5/pe/Análisis de regresiónSplines (Análisis numérico)https://purl.org/pe-repo/ocde/ford#1.01.03M-Splines baseline hazard approximation for the proportional hazard model with right censored datainfo:eu-repo/semantics/masterThesisreponame:PUCP-Tesisinstname:Pontificia Universidad Católica del Perúinstacron:PUCPSUNEDUMaestro en EstadísticaMaestríaPontificia Universidad Católica del Perú. Escuela de Posgrado.Estadística40361284https://orcid.org/0000-0001-8636-714271542123542037Benites Sanchez, Luis EnriqueSal Y Rosas Celi, Victor GiancarloQuiroz Cornejo, Zaida Jesúshttps://purl.org/pe-repo/renati/level#maestrohttps://purl.org/pe-repo/renati/type#tesisORIGINALJUAREZ_GARCÍA_OMAR_M_SPLINES_BASELINE.pdfJUAREZ_GARCÍA_OMAR_M_SPLINES_BASELINE.pdfTexto completoapplication/pdf584409https://tesis.pucp.edu.pe/bitstreams/3ae6b8f4-5aa9-45f8-b251-398b4ea39400/download1d245cb62f1a38ac5990c041cb7c67aaMD51trueAnonymousREADJUAREZ_GARCÍA_OMAR_ALEJANDRO_T.pdfJUAREZ_GARCÍA_OMAR_ALEJANDRO_T.pdfReporte de originalidadapplication/pdf5231541https://tesis.pucp.edu.pe/bitstreams/04fd6c53-742f-42ec-ba61-a918657bbfa0/download616ce04df335f3af80ca409fde4b4d7fMD52falseAnonymousREAD2500-01-01CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8920https://tesis.pucp.edu.pe/bitstreams/9731b190-74c5-4b7f-b5c7-199ed941485a/downloada9a8238e6043663c064961e6230cfeb3MD53falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://tesis.pucp.edu.pe/bitstreams/93655323-8b3f-47c5-ace3-0417c1f1ea70/download8a4605be74aa9ea9d79846c1fba20a33MD54falseAnonymousREADTHUMBNAILJUAREZ_GARCÍA_OMAR_M_SPLINES_BASELINE.pdf.jpgJUAREZ_GARCÍA_OMAR_M_SPLINES_BASELINE.pdf.jpgIM Thumbnailimage/jpeg11848https://tesis.pucp.edu.pe/bitstreams/0b11ef81-5cf3-4d97-b462-cba4fc04a4bc/download82b6c72b03e198e7b1eacfbd90de1617MD55falseAnonymousREADJUAREZ_GARCÍA_OMAR_ALEJANDRO_T.pdf.jpgJUAREZ_GARCÍA_OMAR_ALEJANDRO_T.pdf.jpgIM Thumbnailimage/jpeg7670https://tesis.pucp.edu.pe/bitstreams/2299e385-af09-44bb-9229-b15717ae771e/download882ebce16bcc52126d8542c3aa2e27abMD56falseAnonymousREAD2500-01-0120.500.12404/25419oai:tesis.pucp.edu.pe:20.500.12404/254192024-05-27 16:57:47.8http://creativecommons.org/licenses/by-nc/2.5/pe/info:eu-repo/semantics/openAccessopen.accesshttps://tesis.pucp.edu.peRepositorio de Tesis PUCPraul.sifuentes@pucp.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
