COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE

This treatise is an introduction to the Cox Proportional Hazards technique for researchers who want to use in social science. It brings a new approach and method for researchers. This technique provides a statistical model for survival analysis. This statistical model can be used to explore the effe...

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Autor principal:	İdris GÜÇLÜ
Formato:	article
Lenguaje:	DE EN FR TR
Publicado:	Fırat University 2019
Materias:	cox proportional hazards survival analysis probability of survival variable covariate Social Sciences H Social sciences (General) H1-99
Acceso en línea:	https://doaj.org/article/ec4e9208769c4c428b38f2e48fd69cad
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spelling	oai:doaj.org-article:ec4e9208769c4c428b38f2e48fd69cad2021-11-24T09:20:55ZCOX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE2148-416310.9761/JASSS2951https://doaj.org/article/ec4e9208769c4c428b38f2e48fd69cad2019-08-01T00:00:00Zhttps://jasstudies.com/index.jsp?mod=tammetin&makaleadi=1684427255_6-Do%C3%A7.%20Dr.%20%C4%B0dris%20G%C3%9C%C3%87L%C3%9C.pdf&key=27504https://doaj.org/toc/2148-4163This treatise is an introduction to the Cox Proportional Hazards technique for researchers who want to use in social science. It brings a new approach and method for researchers. This technique provides a statistical model for survival analysis. This statistical model can be used to explore the effect of several variables upon the time a specific event takes to occur. In addition, this model assists the researcher in making predictions about the effect of the treatment and the risk on the sample. Cox Proportional Hazards models are similar to logistic regression models as it is addressing the probability of survival. The interpretation of Cox regression’s statistic outputs is also similar to logistic regression models. The Cox regression can be attained in many statistical software applications. This paper applies the Cox regression model to the data set from the 1996 GSS on breast cancer, in order to demonstrate how it is used and interpreted. For the purposes of this paper, the Cox regression model includes estrogen reception, age, positive auxiliary lymph nodes and pathological tumor size (cm). I also discuss the assumptions that must be met in order to use this statistical method.İdris GÜÇLÜFırat Universityarticlecox proportional hazardssurvival analysisprobability of survivalvariablecovariateSocial SciencesHSocial sciences (General)H1-99DEENFRTRJournal of Academic Social Science Studies , Vol 8, Iss 36, Pp 63-74 (2019)
institution	DOAJ
collection	DOAJ
language	DE EN FR TR
topic	cox proportional hazards survival analysis probability of survival variable covariate Social Sciences H Social sciences (General) H1-99
spellingShingle	cox proportional hazards survival analysis probability of survival variable covariate Social Sciences H Social sciences (General) H1-99 İdris GÜÇLÜ COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
description	This treatise is an introduction to the Cox Proportional Hazards technique for researchers who want to use in social science. It brings a new approach and method for researchers. This technique provides a statistical model for survival analysis. This statistical model can be used to explore the effect of several variables upon the time a specific event takes to occur. In addition, this model assists the researcher in making predictions about the effect of the treatment and the risk on the sample. Cox Proportional Hazards models are similar to logistic regression models as it is addressing the probability of survival. The interpretation of Cox regression’s statistic outputs is also similar to logistic regression models. The Cox regression can be attained in many statistical software applications. This paper applies the Cox regression model to the data set from the 1996 GSS on breast cancer, in order to demonstrate how it is used and interpreted. For the purposes of this paper, the Cox regression model includes estrogen reception, age, positive auxiliary lymph nodes and pathological tumor size (cm). I also discuss the assumptions that must be met in order to use this statistical method.
format	article
author	İdris GÜÇLÜ
author_facet	İdris GÜÇLÜ
author_sort	İdris GÜÇLÜ
title	COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
title_short	COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
title_full	COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
title_fullStr	COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
title_full_unstemmed	COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE
title_sort	cox proportional hazards model in social science
publisher	Fırat University
publishDate	2019
url	https://doaj.org/article/ec4e9208769c4c428b38f2e48fd69cad
work_keys_str_mv	AT idrisguclu coxproportionalhazardsmodelinsocialscience
_version_	1718415391826378752

COX PROPORTIONAL HAZARDS MODEL IN SOCIAL SCIENCE

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