Nonparametric estimation in a multiplicative censoring model with symmetric noise

F. Comte and C. Dion

Journal of Nonparametric Statistics, 2016, vol. 28, issue 4, 768-801

Abstract: We consider the model $ Y_i=X_iU_i $ Yi=XiUi, $ i=1, \ldots , n $ i=1,…,n, where the $ X_i $ Xi, the $ U_i $ Ui and thus the $ Y_i $ Yi are all independent and identically distributed. The $ X_i $ Xi's have density f and are the variables of interest, the $ U_i $ Ui's are multiplicative noise with uniform density on $ [1-a,1+a] $ [1−a,1+a], for some 0Date: 2016
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DOI: 10.1080/10485252.2016.1225737

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