NPsimex: Nonparametric Smoothing for contaminated data using Simulation-Extrapolation
Version 0.2-1

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
Date of publication2011-11-04 20:30:22
MaintainerXiao-Feng Wang <[email protected]>
LicenseGPL (>= 3)
Version0.2-1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("NPsimex")

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NPsimex documentation built on May 29, 2017, 9:06 a.m.