Abstract: It is not reasonable to assume the smoothness in practical applications, because the smoothness index of density function is unknown. A mixture model under multiplicative censoring was established in this paper. The mean consistency of linear wavelet estimator was investegated without the assumption of smoothness. The research can be seen as an extension of Chaubey, Chesneau and Doosti's (2015) work.