反向回归、共线性与就业歧视

Reverse Regression, Collinearity, and Employment Discrimination

Journal of Business & Economic Statistics · 1989
被引 8
人大 AABS 4

中文导读

指出就业歧视数据分析中直接回归与反向回归看似矛盾的结果,实际上是数据共线性的表现,并给出一个易于实施的准则来提醒分析者注意共线性污染,并用第七编诉讼中的就业数据加以说明。

Abstract

Apparently contradictory results between direct and reverse regression in employment-discrimination data analysis are a manifestation of collinearity in the data. An easily implemented guideline that alerts the analyst to the presence of contaminating collinearity is illustrated with employment data from Title VII litigation.

反向回归共线性就业歧视