A real data-driven simulation strategy to select an imputation method for mixed-type trait data.

Missing observations in trait datasets pose an obstacle for analyses in myriad biological disciplines. Considering the mixed results of imputation, the wide variety of available methods, and the varied structure of real trait datasets, a framework for selecting a suitable imputation method is advant...

Full description

Bibliographic Details
Main Authors: Jacqueline A May, Zeny Feng, Sarah J Adamowicz
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-03-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1010154