首页 | 本学科首页   官方微博 | 高级检索  
     


Identifiability of income distributions in the context of damage and generating models
Authors:Caterina Dimaki  Evdokia Xekalaki
Affiliation:Department of Statistics , The Athens University of Economics , 76 Patision St, Athens, Greece, 104 34
Abstract:In the context of additive or multiplicative damage models, and under mild conditions, it is shown that the functional forms of suitably chosen regressions on a random variable X or/and its recorded part Y are characteristic of the distribution of X. The paper treats the cases where the recorded value is either an understatement or an overstatement of the true observation.
Keywords:Regression function  Damage Model  Generating Model  Characterization  Income underreporting  Insurance Overreporting  Pareto Distribution  Power function distribution
相似文献(共20条):
[1]、K. G. Jahabdah,B. Raja Rao.Identifiability of a generalized mabkov-polya damage model[J].Statistics,2013,47(2):303-310.
[2]、A. P. Basu,J. K. Ghosh.Identifiability of distributions under competing risks and complementary risks model[J].统计学通讯:理论与方法,2013,42(14):1515-1525.
[3]、A. A. Alzaid.Lorenz ranking of income distributions[J].Statistical Papers,1990,31(1):209-224.
[4]、C Chatfield.Discrete distributions and purchasing models[J].统计学通讯:理论与方法,2013,42(3):697-708.
[5]、Characterization of distributions in invariant models[J].Journal of statistical planning and inference
[6]、Ibrahim A. Ahmad,A. R. Mugdadi.Bounds of moment generating functions of some life distributions[J].Statistical Papers,2005,46(4):575-585.
[7]、David D. Hanagal,.Frailty regression models in mixture distributions[J].Journal of statistical planning and inference,2008,138(8):2462-2468.
[8]、Edgeworth expansions for the conditional distributions in logistic regression models[J].Journal of statistical planning and inference
[9]、Haitao Chu,Lawrence H. Moulton,Wendy J. Mack,Douglas J. Passaro,Paulo F. Barroso, Alvaro Muñoz.Correlating two continuous variables subject to detection limits in the context of mixture distributions[J].Journal of the Royal Statistical Society. Series C, Applied statistics,2005,54(5):831-845.
[10]、Cristian Meza,Felipe Osorio,Rolando De?la?Cruz.Estimation in nonlinear mixed-effects models using heavy-tailed distributions[J].Statistics and Computing,2012,22(1):121-139.
[11]、Paolo Giudici,Claudia Tarantola.Global prior distributions for the analysis of discrete graphical models[J].Statistical Methods and Applications,1996,5(1):129-147.
[12]、Silvia, Bacci.Longitudinal data: different approaches in the context of item-response theory models[J].Journal of applied statistics,2012,39(9):2047-2065.
[13]、Shuangzhe Liu,Chris C. Heyde,Wing-Keung Wong.Moment matrices in conditional heteroskedastic models under elliptical distributions with applications in AR-ARCH models[J].Statistical Papers,2011,52(3):621-632.
[14]、Samuel?KotzEmail author,J.?René?van?Dorp.Uneven two-sided power distributions with applications in econometric models[J].Statistical Methods and Applications,2004,13(3):285-313.
[15]、Christopher G. Small.Decomposition of models whose marginal distributions are mixtures[J].Revue canadienne de statistique,1985,13(2):131-136.
[16]、Jorge Alberto Achcar ,Gilberto De Araú,jo Pereira.Use of exponential power distributions for mixture models in the presence of covariates[J].Journal of applied statistics,1999,26(6):669-679.
[17]、V. K. Murthy,G. B. Swartz.Cumulative fatigue damage — theory and models[J].Statistical Papers,1974,15(2-3):202-231.
[18]、F. M. Malvestuto.Testing implication of hierarchical log-linear models for probability distributions[J].Statistics and Computing,1996,6(2):169-176.
[19]、Fadlalla G. Elfadaly,Paul H. Garthwaite.Eliciting Dirichlet and Gaussian copula prior distributions for multinomial models[J].Statistics and Computing,2017,27(2):449-467.
[20]、Roberto Colombi.A class of log-linear models with constrained marginal distributions[J].Statistical Methods and Applications,1995,4(2):147-165.
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号