/MVNImputer

Matrix imputation by EM algorithm

Primary LanguagePython

MVNImputer

Matrix imputation by EM algorithm

Assumption: Data are generated from multivariate normal distribution, but some values are missing.

Reference

  1. Dempster, et al. 1977 "Maximum Likelihood from Incomplete Data via the EM Algorithm"

  2. Beale and Little. 1975 "Missing Values in Multivariate Analysis"