TY - JOUR T1 - Some algebraic properties of Archimedean Copula functions and their applications in the statistical estimation of the survival function AU - Akhmedovich, Abdushukurov AU - Rustamjon, Muradov PY - 2016 DA - September JF - New Trends in Mathematical Sciences PB - Mustafa BAYRAM WT - DergiPark SN - 2147-5520 SP - 88 EP - 98 VL - 4 IS - 3 LA - en AB - In this paper we study some algebraic properties ofArchimedean copulas and simple smoothed estimator of distribution functionunder random right censored observations in the presence of covariate. Wherethe dependence between a life time and a censoring variable may expressed by agiven Archimedean copula. We prove an almost sure asymptotic representationwhich provides a key tool for obtaining weak convergence result for estimator. KW - Archimedean copulas KW - smoothed estimator KW - asymptotic representation CR - Abdushukurov A.A., Muradov R.S., Estimation of survival and mean residual life functions from dependent random censored data, New Trends in Mathematical Sciences, (2014). CR - Breakers R., Veraverbeke N., A copula-graphic estimator for the conditional survival function under dependent censoring, The Canadian Journal of Statistics, (2005). CR - Fisher N.I., Copulas, Encyclopedia of Statistical Sciences, John Wiley & Sons, (1997). CR - Fleming T.R.,Harrington D.P., Counting Processes and Survival Analysis, Wiley. New York, (1991). CR - Kaplan E.L.,Meier P., Nonparametric estimation from incompelet observations, Journal of American Statistical Association, (1958). CR - Muradov R.S.,Abdushukurov A.A., Estimation of multivariate distributions and its mixtures, LAMBERT Academic Publishing. LAP, (In Russian)(2011). CR - Nelsen R.B., An Introduction to Copulas, Springer, New York, (2006). CR - Rivest L.P., Wells M.T., A martingall aproach to the copula-graphic estimator for the survival function under dependent censoring, Journal of Multivariate Analysis, (2001). CR - Sklar A., Fonctions de repartition `a n dimensions et leurs marges, Publications de l’Institut de Statistique de l’Université de Paris, (1959). CR - Schweizer B., Advances in Probability Distributions With Given Marginals, Vol. 67 of Mathematics and its applications, Thirty years of copula, Kluwer Academic Publishers, (1991). CR - Van.I.Keilegom,Veraverbeke N., Estimation and the bootstrap with censored data in fixed design nonparametric regression, Ann. Inst. Statist. Math., (1997). CR - Zeng M.,Klein J.P., Estimates of marginal survival for dependent competing risks based on an assumed copula, Biometrika, (1995). UR - https://dergipark.org.tr/tr/pub/ntims/issue//519520 L1 - https://dergipark.org.tr/tr/download/article-file/637229 ER -