Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Performance of imputation methods applied to various proportions of MAR, MNAR, and mixed (1:1) MAR:MNAR missingness simulated from the fungal and bacterial data sets, where smaller values indicate better relative performance. HM = half-minimum, BPCA = Bayesian principal components analysis, GSImp = Gibbs sampler imputation, QRILC = quantile regression imputation of left-censored data, and RF = Random Forest.
