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.

AuthorXiao-Feng Wang
Date of publication2011-11-04 20:30:22
MaintainerXiao-Feng Wang <wangx6@ccf.org>
LicenseGPL (>= 3)
Version0.2-1

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Files

NPsimex
NPsimex/MD5
NPsimex/src
NPsimex/src/SimexKern.c
NPsimex/R
NPsimex/R/onload.R NPsimex/R/NPsimex.R
NPsimex/NEWS
NPsimex/NAMESPACE
NPsimex/man
NPsimex/man/span.select.Rd NPsimex/man/span.H.select.Rd NPsimex/man/simex.H.density.Rd NPsimex/man/simex.density.Rd NPsimex/man/print.NPsimex.Rd NPsimex/man/plot.NPsimex.Rd NPsimex/man/lambda.select.Rd
NPsimex/LICENSE
NPsimex/inst
NPsimex/inst/script
NPsimex/inst/script/Example_codes.R
NPsimex/DESCRIPTION
NPsimex/.Rapp.history

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