The Treatment of Missing Data in Multivariate Analysis 论文
1977Sociological Methods & Research引用 285
Statistical Methods and Bayesian InferenceBayesian Methods and Mixture ModelsStatistical Methods and Inference
摘要
Procedures for treating missing data in the statistical analysis of survey data are reviewed. The main topics covered are: (1) how to assess the nature of missing data especially with regard to randomness, (2) a comparison of listwise and pairwise deletion, and (3) methods for using maximum information to estimate (a) parameters or (b) missing values.