LaplaceDeconv: Laplace Deconvolution with Noisy Discrete Non-Equally Spaced Observations on a Finite Time Interval

Solves the problem of Laplace deconvolution with noisy discrete non-equally spaced observations on a finite time interval based on expansions of the convolution kernel, the unknown function and the observed signal over Laguerre functions basis. It implements the methodology proposed in the paper "Laplace deconvolution on the basis of time domain data and its application to Dynamic Contrast Enhanced imaging" by F. Comte, C-A. Cuenod, M. Pensky and Y. Rozenholc in ArXiv (http://arxiv.org/abs/1405.7107).

Author
Yves Rozenholc (University Paris Descartes), Marianna Pensky (University of Central Florida)
Date of publication
2016-01-27 20:39:49
Maintainer
Yves Rozenholc <yves.rozenholc@parisdescartes.fr>
License
MIT + file LICENSE
Version
1.0.4

View on CRAN

Man pages

BuildLaguerreSystem
function BuildLaguerreSystem
EX_DCEMRI_t0.rda-EX_DCEMRI_t1.rda
Data from two Dynamical Contrast Enhanced Computer Tomography...
LagLaplDeconv
function LagLaplDeconv
LaguerreLaplaceConvolution
function LaguerreLaplaceConvolution
LaplaceConvolution
function LaplaceConvolution
MakeLaguerreMatrix
function MakeLaguerreMatrix

Files in this package

LaplaceDeconv
LaplaceDeconv/NAMESPACE
LaplaceDeconv/data
LaplaceDeconv/data/EX_DCEMRI_t1.rda
LaplaceDeconv/data/EX_DCEMRI_t0.rda
LaplaceDeconv/R
LaplaceDeconv/R/LagLaplaceDeconvolution.R
LaplaceDeconv/MD5
LaplaceDeconv/DESCRIPTION
LaplaceDeconv/man
LaplaceDeconv/man/MakeLaguerreMatrix.Rd
LaplaceDeconv/man/LaplaceConvolution.Rd
LaplaceDeconv/man/LaguerreLaplaceConvolution.Rd
LaplaceDeconv/man/EX_DCEMRI_t0.rda-EX_DCEMRI_t1.rda.Rd
LaplaceDeconv/man/LagLaplDeconv.Rd
LaplaceDeconv/man/BuildLaguerreSystem.Rd
LaplaceDeconv/LICENSE