Kuldeep Kumar对Rohe与Zeng《带Varimax旋转的经典因子分析进行统计推断》讨论的贡献

Kuldeep Kumar's contribution to the Discussion of ‘Vintage Factor Analysis with Varimax Performs Statistical Inference’ by Rohe & Zeng

Journal of the Royal Statistical Society. Series B: Statistical Methodology · 2023
被引 0
ABS 4

中文导读

讨论了主成分分析与因子分析的关系,认为因子分析是PCA的分支,并质疑论文标题是否应改为“带Varimax旋转的经典PCA进行统计推断”。

Abstract

Data Analysts are quite often confused between principal component analysis (PCA) and factor analysis. Both are the same data reduction techniques that are immensely helpful in big data analysis in many other areas. I personally think factor analysis is just an offshoot of PCA and as the authors have mentioned PCA with Varimax is a vintage data analysis technique. So, should the title of the paper be Vintage PCA with Varimax performing statistical inference?

统计学因子分析主成分分析数据降维