Communication in Statistics- Theory and Methods · 1998 · 12 citations · 14 references
BusinessBiostatisticsEconometricsEpidemiologic MethodsStatistical ModelingCensoring MechanismsGeneralized Linear ModelsInferential StatisticsNonparametric StatisticsSemiparametric ModelingStatistical InferenceAsymptotic NormalityCensored Data ModelingEstimation Under CensoringPartially Linear ModelsProfile LikelihoodSemi-parametric RegressionSemiparametric Censoring ModelsSemiparametric Likelihood Estimation
The effect of incomplete observation characteristics in a semiparametric partiaEly linear model is examined. To construct estimate of interest–inparameter, synthetic data and generalized profile likelihood, are employed. It is shown that the resulting estimator as asymptotic normal under mild assumptions. Simulations are also presented to explain the behavior of the estimate in the case of small–samples.
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Linear regression with censored data
Jonathan D. Buckley, Ian James · Biometrika · 1979 · 1K citations
Regression Analysis with Randomly Right-Censored Data
Hira L. Koul, V. Susarla, John Van Ryzin · The Annals of Statistics · 1981 · 481 citations · Full text