JOURNAL ARTICLE

Asymptotic normality in a Semiparametric partially linear model with right–censored data

Hua LiangYong Zhou

Year: 1998 Journal:   Communication in Statistics- Theory and Methods Vol: 27 (12)Pages: 2895-2907   Publisher: Taylor & Francis

Abstract

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.

Keywords:
Asymptotic distribution Semiparametric model Estimator Semiparametric regression Mathematics Normality Applied mathematics Linear model Statistics Econometrics

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Citation History

Topics

Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Methods and Bayesian Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Bayesian Methods and Mixture Models
Physical Sciences →  Computer Science →  Artificial Intelligence

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