Year 2016, Volume , Issue , Pages 21 - 22 2016-05-26

LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA

Ersin Yılmaz [1] , Dursun Aydın [2]


In this study, firstly we will define a right censored data. If we say shortly right-censored data is censoring values that above the exact line. This may be related with scaling device. And then  we will use response variable acquainted from right-censored explanatory variables. Then the linear regression model will be estimated. For censored data’s existence, Kaplan-Meier weights will be used for  the estimation of the model. With the weights regression model  will be consistent and unbiased with that.   And also there is a method for the censored data that is a semi parametric regression and this method also give  useful results  for censored data too. This study also might be useful for the health studies because of the censored data used in medical issues generally.

  • AYDIN, D., Estimations And Inferences In Semi parametric Regression Modelling Using Smoothing Spline Approach, Anadolu Üniversitesi İstatistik Bölümü(2005)
  • CHEN S., KHAN S., Semi parametric Estimation Of a Partially Linear Model, Econometric Theory, 567-590(2001)
  • ENGLE, R. F., GRANGER, C. W., RICE, J., WEISS A., Semi parametric Estimates Of The Relation Between Weather and Electricity Sales, Journal Of The American Statistical Association, 310-320(1986)
  • HARDLE, W., LIANG, H., Large Sample Theory Of The Estimation Of The Error Distribution For Parameters In a Semi Parametric Regression Models, Communications In Statistics, Theory And Methods(1999)
  • KOUL, H., SUSARLA, V., VAN RYZIN, J., Regression Analysis With Randomly Right-Censored Data, Journal Of The Annals Of Statistics , 1276-1285(1981)
  • LAI, T. L., And YING, Z. L., Asymptotically Efficient Estimation In Censored And Truncated Regression Models, Statistica Sinica, 2, 17-46(1992)
  • MILLER, R., HALPERN, J. Regression With Censored Data, Biometrika, 521-531(2011)
  • SHICK, A., On Asymptotically Efficient Estimation In Semi parametric Model, Annals In Statistics, 14, 1139-1151(1986)
Journal Section Journals
Authors

Author: Ersin Yılmaz

Author: Dursun Aydın

Dates

Publication Date : May 26, 2016

Bibtex @ { muglajsci269963, journal = {Mugla Journal of Science and Technology}, issn = {2149-3596}, address = {}, publisher = {Muğla Sıtkı Koçman Üniversitesi}, year = {2016}, volume = {}, pages = {21 - 22}, doi = {}, title = {LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA}, key = {cite}, author = {Yılmaz, Ersin and Aydın, Dursun} }
APA Yılmaz, E , Aydın, D . (2016). LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA. Mugla Journal of Science and Technology , () , 21-22 . Retrieved from https://dergipark.org.tr/en/pub/muglajsci/issue/25591/269963
MLA Yılmaz, E , Aydın, D . "LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA". Mugla Journal of Science and Technology (2016 ): 21-22 <https://dergipark.org.tr/en/pub/muglajsci/issue/25591/269963>
Chicago Yılmaz, E , Aydın, D . "LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA". Mugla Journal of Science and Technology (2016 ): 21-22
RIS TY - JOUR T1 - LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA AU - Ersin Yılmaz , Dursun Aydın Y1 - 2016 PY - 2016 N1 - DO - T2 - Mugla Journal of Science and Technology JF - Journal JO - JOR SP - 21 EP - 22 VL - IS - SN - 2149-3596- M3 - UR - Y2 - 2019 ER -
EndNote %0 Mugla Journal of Science and Technology LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA %A Ersin Yılmaz , Dursun Aydın %T LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA %D 2016 %J Mugla Journal of Science and Technology %P 2149-3596- %V %N %R %U
ISNAD Yılmaz, Ersin , Aydın, Dursun . "LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA". Mugla Journal of Science and Technology / (May 2016): 21-22 .
AMA Yılmaz E , Aydın D . LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA. Mugla Journal of Science and Technology. 2016; 21-22.
Vancouver Yılmaz E , Aydın D . LINEAR REGRESSION MODEL ESTİMATİON FOR RIGHT CENSORED DATA. Mugla Journal of Science and Technology. 2016; 22-21.