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.

Install the latest version of this package by entering the following in R:

`install.packages("NPsimex")`

Author | Xiao-Feng Wang |

Date of publication | 2011-11-04 20:30:22 |

Maintainer | Xiao-Feng Wang <wangx6@ccf.org> |

License | GPL (>= 3) |

Version | 0.2-1 |

**lambda.select:** A rule of thumb lambda_1 selection in density estimation with...

**plot.NPsimex:** Plot a NPsimex Object

**print.NPsimex:** Print a NPsimex Object

**simex.density:** Estimating probability density function from data with...

**simex.H.density:** Estimating probability density function from data with...

**span.H.select:** A method to select the span of the sequence of lambda's for...

**span.select:** A method to select the span of the sequence of lambda's for...

MD5

src

src/SimexKern.c

R

R/onload.R
R/NPsimex.R
NEWS

NAMESPACE

man

man/span.select.Rd
man/span.H.select.Rd
man/simex.H.density.Rd
man/simex.density.Rd
man/print.NPsimex.Rd
man/plot.NPsimex.Rd
man/lambda.select.Rd
LICENSE

inst

inst/script

inst/script/Example_codes.R
DESCRIPTION

.Rapp.history

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