Wang, Huixia Judy; Feng, Xingdong - In: Journal of the American Statistical Association 107 (2012) 497, pp. 194-204
We develop a new multiple imputation approach for <italic>M</italic>-regression models with censored covariates. Instead of specifying parametric likelihoods, our method imputes the censored covariates by their conditional quantiles given the observed data, where the conditional quantiles are estimated through...