khigashi1987 / MVNImputer

Matrix imputation by EM algorithm

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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"

About

Matrix imputation by EM algorithm


Languages

Language:Python 100.0%