Logistic regression analysis of sample survey data
Logistic regression analysis of sample survey data
复制标题
样本调查数据的Logistic回归分析
DOI：
--
复制
发表时间：
1987
期刊：
影响因子：
--
通讯作者：
Sanjeev Kumar
中科院分区：
文献类型：
--
作者：
G. Roberts;N. K. Rao;Sanjeev Kumar
标准卡方，X2，或似然比，G2，逻辑回归分析的检验统计量，涉及一个二元响应变量，进行调整，以考虑到调查设计。这些调整是基于某些广义的设计效果。逻辑回归诊断，以检测表中的任何离群细胞比例和因素空间中的影响点也开发，考虑到调查设计。最后，结果被用来分析1980年10月加拿大劳动力调查的一些数据。
SUMMARY Standard chi-squared, X2, or likelihood ratio, G2, test statistics for logistic regression analysis, involving a binary response variable, are adjusted to take account of the survey design. These adjustments are based on certain generalized design effects. Logistic regression diagnostics to detect any outlying cell proportions in the table and influential points in the factor space are also developed, taking account of the survey design. Finally, the results are used to analyse some data from the October 1980 Canadian Labour Force Survey.