Comparison of Performance of Data Imputation Methods for Numeric Dataset

Missing Data Imputation for Supervised Learning

(2018) Jason Poulos et al.   APPLIED ARTIFICIAL INTELLIGENCE

Comparison of imputation methods for discriminant analysis with strategically hidden data

(2016) Juheng Zhang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Imputation with the R Package VIM

(2016) Alexander Kowarik et al.   Journal of Statistical Software

Improved methods for the imputation of missing data by nearest neighbor methods

(2015) Gerhard Tutz et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Imputation of missing data in life-history trait datasets: which approach performs the best?

(2014) Caterina Penone et al.   Methods in Ecology and Evolution

Multiple imputation using chained equations: Issues and guidance for practice

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

Missing Data Analysis: Making It Work in the Real World

(2008) John W. Graham   Annual Review of Psychology