Statistical Inference for Linear Regression Models with Interval Censored Covariates

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户：jhh760606

【摘要】

：

　　In this paper, a data imputation method is applied to linear regression model with interval censored covariate.A modified least square estimator is construc

【作者】

：

Juan DING Jian SHI

【机构】

：

AcademyofMathematicsandSystemsScience,CASBeijing,100190,China

【出处】

：

The Third IMS-China International Conference on Statistics a

【发表日期】

：

2011年7期

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　　In this paper, a data imputation method is applied to linear regression model with interval censored covariate.A modified least square estimator is constructed and proven to be consistent and asymptotic normal.Multiple regression model is also considered which may include several interval censored covariates.Simulation study and real data analysis are conducted.

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Statistical Inference for Linear Regression Models with Interval Censored Covariates

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