Comparison of imputation methods for discriminant analysis with strategically hidden data

•We study the methods dealing with strategically missing data.•We show the properties of methods as the sample size gets arbitrarily large.•We analyze how sample size affects the performance of these methods.•We conduct an empirical study to verify our theoretical results. In many situations, data m...

Ausführliche Beschreibung