What is the difference between Exploratory Factor Analysis and Principal Components Analysis (PCA)?
63042
What are the differences between Factor Analysis and Principal Component Analysis?
6206
How does centering make a difference in PCA (for SVD and eigen decomposition)?
105175
Variable ordering using PCA
94182
What is the difference between a partial likelihood, profile likelihood and marginal likelihood?
36477
Is there any required amount of variance captured by PCA in order to do later analyses?
115584
Dataset transformation for clustering after PCA
25535
Categorical Principal Component Analysis - using Count, Continuous, Ordinal variables together
110656
The Two Cultures: statistics vs. machine learning?
143908
What are "rotated" and "unrotated" principal components, given that PCA always rotates the coordinates axes?
103877
The advantages and disadvantages of using Kaiser Rule to select the number of principal components
22551
What can cause PCA to worsen results of a classifier?
109405
Is a "split plot" ANOVA with two factors the same as two-way ANOVA with repeated measures in one factor?
147109
Normality test for anova mixed model in SPSS: I did it in two ways but the results are contrasting
109914
Generalized Least Squares vs Ordinary Least Squares under a special case
152395
Random matrix theory impact on covariance matrix analysis
16641
Strange results of varimax rotation of principal component analysis in Stata: rotated components are all zeros and ones
118997
What are the four axes on PCA biplot?