A Bayesian Procedure for Imputing Missing Values in Sample Surveys
提出一种新的贝叶斯方法用于样本调查数据中的缺失值插补,该方法使用标准统计技术,允许灵活指定无响应过程,且不强制特定模型假设,可融入先验信息。
Abstract A new method is proposed for imputation of missing values in sample survey data. The procedure uses standard statistical methodology, permits a general specification of the nonresponse process, and does not impose specific model assumptions. Prior information from past similar surveys or from other sources may be incorporated in a routine manner.