Hey, I recently learned about the pcaMethods package at bioconductor, which offers the following:
- Probabilistic PCA (ppca)
- Bayesian PCA (bpca)
- Inverse non-linear PCA (NLPCA
- Nipals PCA
I was wondering if there is any of these algorithms you prefer and in what circumstances or analysis you prefer using them.