NPsimex: Nonparametric Smoothing for contaminated data using Simulation-Extrapolation

This package contains a collection of functions to to perform nonparametric deconvolution using simulation extrapolation (SIMEX). We propose an estimator that adopts the SIMEX idea but bypasses the simulation step in the original SIMEX algorithm. There is no bandwidth parameter and the estimate is determined by appropriately selecting "design points". See details in: Wang, X.F., Sun, J. and Fan, Z. (2011). Deconvolution density estimation with heteroscedastic errors using SIMEX.

Getting started

Package details

AuthorXiao-Feng Wang
MaintainerXiao-Feng Wang <>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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NPsimex documentation built on May 1, 2019, 6:32 p.m.