deamer: Deconvolution density estimation with adaptive methods for a variable prone to measurement error
Version 1.0

deamer provides deconvolution algorithms for the non-parametric estimation of the density f of an error-prone variable x with additive noise e. The model is y = x + e where the noisy variable y is observed, while x is unobserved. Estimation may be performed for i) a known density of the error ii) with an auxiliary sample of pure noise and iii) with an auxiliary sample of replicate (repeated) measurements. Estimation is performed using adaptive model selection and penalized contrasts.

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AuthorJulien Stirnemann, Adeline Samson, Fabienne Comte. Contribution from Claire Lacour.
Date of publication2012-08-05 06:07:55
Maintainerj.stirnemann <j.stirnemann@gmail.com>
LicenseGPL
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("deamer")

Man pages

deamerclass: Objects of class 'deamer'
deamer.ke: Density estimation with known error density
deamer-package: Non-parametric deconvolution density estimation of variables...
deamer.ro: Density estimation using an auxiliary sample of replicate...
deamer.se: Density estimation using an auxiliary sample of pure errors
laplace: Laplace distribution
mise: Mean integrated squared error

Functions

deamer Man page Man page Source code
deamer-class Man page
deamer-package Man page
deamer.default Man page Source code
deamerKE Man page Source code
deamerRO Man page Man page Source code
deamerSE Man page Man page Source code
dlaplace Man page Source code
est.ke Source code
est.ro Source code
est.se Source code
ifft Source code
lines.deamer Source code Source code
make.invfestar.gauss Source code
make.invfestar.lap Source code
mise Man page Source code
noise.char Source code
noise.char.repeat Source code
plot.deamer Source code Source code
predict.deamer Man page Source code Source code
print.deamer Source code Source code
rlaplace Man page Source code
sinc Source code
takepos Source code

Files

MD5
R
R/deconvolution_allfuncs.r
NAMESPACE
man
man/mise.Rd
man/laplace.Rd
man/deamerclass.Rd
man/deamer.se.Rd
man/deamer.ro.Rd
man/deamer.ke.Rd
man/deamer-package.Rd
DESCRIPTION
deamer documentation built on May 20, 2017, 1:22 a.m.