Data Science, Statistics, Causality, Machine Learning, Analytics.
the variance while eliminating bias. The authors suggest following Occam’s razor. In the case of PPCA, each additional principal component increases variance, so we want to keep the fewest number of components that still results in “good” predictive performance. While this article uses PPCA, latent