Yıl 2019, Cilt 9 , Sayı 2, Sayfalar 54 - 57 2019-12-27

Nonparametric estimation of a renewal function in the case of censored sample

Çiğdem CENGİZ [1]


A renewal process is a counting process which counts the number of renewals that occurs as a function of time, wherein the durations between successive renewals are random variables independent of one another, with identical F distributions. The mean value function data is frequently needed in applications of renewal processes. For the renewal function, open expressions depending on distribution function F can be calculated from each other. However, even though the distribution function F is known, the renewal function cannot be obtained analytically except for a few distributions. In this study, in the case that F is totally unknown, life table management and Kaplan-Meier estimator were used depending on random right-censored sampling for the estimation of F value. Then, for the estimation of the renewal function value in the random right-censored data, nonparametric estimators were proposed and the problem of how to calculate these estimators were discussed.

Renewal function, random right-censored, Nonparametric
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Yazarlar

Yazar: Çiğdem CENGİZ (Sorumlu Yazar)
Kurum: BITLIS EREN UNIVERSITY
Ülke: Turkey


Tarihler

Yayımlanma Tarihi : 27 Aralık 2019

Bibtex @araştırma makalesi { beuscitech556451, journal = {Bitlis Eren University Journal of Science and Technology}, issn = {}, eissn = {2146-7706}, address = {}, publisher = {Bitlis Eren Üniversitesi}, year = {2019}, volume = {9}, pages = {54 - 57}, doi = {10.17678/beuscitech.556451}, title = {Nonparametric estimation of a renewal function in the case of censored sample}, key = {cite}, author = {CENGİZ, Çiğdem} }
APA CENGİZ, Ç . (2019). Nonparametric estimation of a renewal function in the case of censored sample. Bitlis Eren University Journal of Science and Technology , 9 (2) , 54-57 . DOI: 10.17678/beuscitech.556451
MLA CENGİZ, Ç . "Nonparametric estimation of a renewal function in the case of censored sample". Bitlis Eren University Journal of Science and Technology 9 (2019 ): 54-57 <https://dergipark.org.tr/tr/pub/beuscitech/issue/50725/556451>
Chicago CENGİZ, Ç . "Nonparametric estimation of a renewal function in the case of censored sample". Bitlis Eren University Journal of Science and Technology 9 (2019 ): 54-57
RIS TY - JOUR T1 - Nonparametric estimation of a renewal function in the case of censored sample AU - Çiğdem CENGİZ Y1 - 2019 PY - 2019 N1 - doi: 10.17678/beuscitech.556451 DO - 10.17678/beuscitech.556451 T2 - Bitlis Eren University Journal of Science and Technology JF - Journal JO - JOR SP - 54 EP - 57 VL - 9 IS - 2 SN - -2146-7706 M3 - doi: 10.17678/beuscitech.556451 UR - https://doi.org/10.17678/beuscitech.556451 Y2 - 2019 ER -
EndNote %0 Bitlis Eren University Journal of Science and Technology Nonparametric estimation of a renewal function in the case of censored sample %A Çiğdem CENGİZ %T Nonparametric estimation of a renewal function in the case of censored sample %D 2019 %J Bitlis Eren University Journal of Science and Technology %P -2146-7706 %V 9 %N 2 %R doi: 10.17678/beuscitech.556451 %U 10.17678/beuscitech.556451
ISNAD CENGİZ, Çiğdem . "Nonparametric estimation of a renewal function in the case of censored sample". Bitlis Eren University Journal of Science and Technology 9 / 2 (Aralık 2019): 54-57 . https://doi.org/10.17678/beuscitech.556451
AMA CENGİZ Ç . Nonparametric estimation of a renewal function in the case of censored sample. Bitlis Eren University Journal of Science and Technology. 2019; 9(2): 54-57.
Vancouver CENGİZ Ç . Nonparametric estimation of a renewal function in the case of censored sample. Bitlis Eren University Journal of Science and Technology. 2019; 9(2): 57-54.