Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data

Aude Sportisse, Claire Boyer, Julie Josse

Missing Not At Random (MNAR) values lead to significant biases in the data, since the probability of missingness depends on the unobserved values.They are ''not ignorable'' in the…