South African Census 2001 - South Africa

Abstract
---------------------------

This dataset includes imputation for missing data in key variables in the ten percent sample of the 2001 South African Census. Researchers at the Centre for the Analysis of South African Social Policy (CASASP) at the University of Oxford used sequential multiple regression techniques to impute income, education, age, gender, population group, occupation and employment status in the dataset. The main focus of the work was to impute income where it was missing or recorded as zero. The imputed results are similar to previous imputation work on the 2001 South African Census, including the single ‘hot-deck’ imputation carried out by Statistics South Africa.

Kind of data
---------------------------

Sample survey data [ssd]

Mode of data collection
---------------------------

Face-to-face [f2f]

{'Abstract': '本数据集涵盖了对2001年南非人口普查十分之一样本中关键变量缺失数据的插补。牛津大学南非社会政策分析中心（CASASP）的研究人员运用了顺序多元回归技术，对数据集中的收入、教育、年龄、性别、人口群体、职业及就业状况进行了插补。本项工作的主要焦点在于对缺失或记录为零的收入数据进行插补。插补结果与2001年南非人口普查的先前插补工作相一致，包括由南非统计局执行的单一‘热盘’插补方法。', 'Kind_of_data': '样本调查数据 [ssd]', 'Mode_of_data_collection': '面对面 [f2f]'}