Empirical Likelihood for Response Differences in Two Linear Regression Models with Missing Data-中国期刊网

摘要 ConsidertwolinearmodelsXi=U′iβ+εi,Yj=Vj′γ+ηjwithresponsevariablesmissingatrandom.Inthispaper,weassumethatX,Yaremissingatrandom(MAR)andusetheinverseprobabilityweightedimputationtoproduce‘complete’datasetsforXandY.Basedonthesedatasets,weconstructanempiricallikelihood(EL)statisticforthedifferenceofXandY(denotedas?),andshowthattheELstatistichasthelimitingdistributionofχ21,whichisusedtoconstructaconfidenceintervalfor?.ResultsofasimulationstudyonthefinitesampleperformanceofEL-basedconfidenceintervalson?arereported.

1Yong-song Qin Yong-jiang Qian. Empirical Likelihood Confidence Intervals for the Differences of Quantiles with Missing Data.基础数学,2009-01.
2Xiao-hui LIU. Empirical Likelihood-based Inferences in Varying Coefficient Models with Missing Data.基础数学,2015-03.
3Shan-shan WANG;Heng-jian CUI. Empirical Likelihood Inference for a Partially Linear Errors-in-variables Model with Covariate Data Missing at Random.基础数学,2016-02.
4DING Xianwen;TANG Niansheng. Adjusted Empirical Likelihood Estimation of Distribution Function and Quantile with Nonignorable Missing Data.系统科学,2018-03.
5. EMPIRICAL LIKELIHOOD RATIO CONFIDENCE INTERVALS FOR VARIOUS DIFFERENCES OF TWO POPULATIONS.系统科学,2000-01.
6QinYongsong;JiangBo;LiYufang. EMPIRICAL LIKELIHOOD FOR LINEAR MODELS UNDER m-DEPENDENT ERRORS.基础数学,2005-02.
7Yan Zhang;Weiping Zhang;Xiao Guo. EMPIRICAL LIKELIHOOD APPROACH FOR LONGITUDINAL DATA WITH MISSING VALUES AND TIME-DEPENDENT COVARIATES.基础数学,2016-02.
8Jie-li DING;Yan-yan LIU. Semiparametric Empirical Likelihood Estimation for Two-stage Outcome-dependent Sampling under the Frame of Generalized Linear Models.基础数学,2014-03.
9韦来生. EMPIRICAL BAYES TEST OF REGRESSION COEFFICIENT IN A MULTIPLE LINEAR REGRESSION MODEL.基础数学,1990-03.
10石坚. RANDOM WEIGHTING APPROXIMATION IN LINEAR REGRESSION MODELS.基础数学,1996-02.

Empirical Likelihood for Response Differences in Two Linear Regression Models with Missing Data

来源期刊

相关推荐

同分类资源更多

相关关键词

Empirical Likelihood for Response Differences in Two Linear Regression Models with Missing Data

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多