kNNSampler: Stochastic Imputations for Recovering Missing Value Distributions

Parastoo Pashmchi, Jérôme Benoit, Motonobu Kanagawa

We study a missing-value imputation method, termed kNNSampler, that imputes a given unit's missing response by randomly sampling from the observed responses of the $k$ most similar…