AN ALGORITHM FOR MAXIMUM LIKELIHOOD ESTIMATES TO SEMI-PARAMETRIC REGRESSION MODEL WITH INTERVAL CENSORED DATA

AN ALGORITHM FOR MAXIMUM LIKELIHOOD ESTIMATES TO SEMI-PARAMETRIC REGRESSION MODEL WITH INTERVAL CENSORED DATA

导出

摘要 In this paper we study the practical procedure for getting the maximumlikelihood estimates in a semi-parametric regression model with interval censored data.On the basis of the on previous theoretical results, we give the detailed algorithms when there are one or two covariates in the model.

作者 ZHANGAijun CHENJiading LIULiping WANGQingcheng

机构地区 LMAM

出处《Journal of Systems Science & Complexity》 SCIE EI CSCD 2004年第3期437-444,共8页 系统科学与复杂性学报（英文版）

基金 This research is supported by the National Natural Science Foundation of China(10071004) and RFDP, Liping Liu was supported in part by the National Basic Research Program of China under Grant 2003CB716101.

关键词 interval censoring profile maximum likelihood method regression analysis RELIABILITY 剖面最大似然性估计半参数衰退模型间隔检查数据衰退分析可靠性

分类号 O211.67 [理学—概率论与数理统计]

引文网络
相关文献

参考文献5

1J. Huang and R. A. Wellner, Interval censored survival data: a review of recent progress, Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis, Lecture Notes in Statistics,Springer Verlaz. Berlin, 1996.
2M. Ayer, H.B. Brunk, G. M. Ewing, W. T. Reid and E. Silverman, An empirical distribution function for sampling with incomplete information, Ann. Statist, 1995, 26: 641-647.
3T. Robertson, F. T. Wright and R. L. Dykstra, Order Restricted Statistical Inference, Wiley, New York, 1988.
4P. Groeneboom and J. A. Wellner, Information Bounds and Nonparametric Maximum Likelihood Estimation, Birkhauser, Verlag, 1992.
5J. D. Chenl Some developments about interval censoring data, Tech. Rep., Department of Probability and Statistics of Peking University, 2000.

1QIU Yuyang,FU Keang,HUANG Wei.ASYMPTOTICS FOR THE DISTRIBUTION FUNCTION ESTIMATORS OF THE ERRORS IN SEMI-PARAMETRIC REGRESSION MODELS[J].Journal of Systems Science & Complexity,2014,27(2):360-369.
2Conghua CHENG,Jinyuan CHEN.A New Algorithm for MLE with Interval Censored Data[J].Journal of Mathematical Research with Applications,2012,32(6):735-742.
3ChaiGenxiang Xu Kejun Dept.ofAppl.Math.,TongjiUniv.,Shanghai200092..NONLINEAR WAVELET SMOOTHING OF ERROR DENSITY IN A SEMIPARAM ETRIC REGRESSION MODEL[J].Applied Mathematics(A Journal of Chinese Universities),1999,14(3):329-336.
4SUN Liuquan (Institute of Applied Mathematics, Academy of Mathematics and Systems Sciences, Chinese Academy of Sciences, Beijing 100080, China).THE RATE OF UNIFORM CONVERGENCE OF THE SURVIVAL FUNCTION ESTIMATOR FOR TRUNCATED AND CENSORED DATA[J].Journal of Systems Science & Complexity,2001,14(1):93-105. 被引量：1
5王启华.SOME LARGE SAMPLE PROPERTIES OF AN ESTIMATOR OF THE HAZARD FUNCTION FROM RANDOMLY CENSORED DATA[J].Acta Mathematica Scientia,1997,17(2):230-240.
6陈平.ESTIMATORS AND SOME BEHAVIORS FORA PARTIALLY LINEAR MODEL WITH CENSORED DATA[J].Acta Mathematica Scientia,1999,19(3):321-331. 被引量：2
7孙六全,郑忠国.STRONG REPRESENTATIONS OF THE SURVIVAL FUNCTION ESTIMATOR ON INCREASING SETS FOR TRUNCATED AND CENSORED DATA[J].Acta Mathematica Scientia,1999,19(3):251-260.
8王启华.Some large sample properties of an estimator of the hazard function from randomly censored data[J].Chinese Science Bulletin,1995,40(8):632-635. 被引量：1
9SUN Liuquan, WU Guofu, WEI Xianhua (Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100080, China).LOCAL ASYMPTOTIC PROPERTIES OF HAZARD RATE ESTIMATORS FOR TRUNCATED AND CENSORED DATA[J].Journal of Systems Science & Complexity,2001,14(4):413-424.
10HU Hongchang,FENG Yuan.Asymptotic Properties of Wavelet Estimators in a Semiparametric Regression Model with Censored Data[J].Wuhan University Journal of Natural Sciences,2012,17(4):290-296. 被引量：1

Journal of Systems Science & Complexity

2004年第3期

浏览历史

内容加载中请稍等...

AN ALGORITHM FOR MAXIMUM LIKELIHOOD ESTIMATES TO SEMI-PARAMETRIC REGRESSION MODEL WITH INTERVAL CENSORED DATA

参考文献5

相关作者

相关机构

相关主题

浏览历史