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19
.project
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.project
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<?xml version="1.0" encoding="UTF-8"?>
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<projectDescription>
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<name>FourierStuff</name>
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<comment></comment>
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<projects>
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</projects>
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<buildSpec>
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<buildCommand>
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<name>de.walware.statet.r.builders.RSupport</name>
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<arguments>
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</arguments>
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</buildCommand>
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</buildSpec>
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<natures>
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<nature>de.walware.statet.base.StatetNature</nature>
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<nature>de.walware.statet.r.RNature</nature>
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<nature>de.walware.statet.r.RPkgNature</nature>
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</natures>
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</projectDescription>
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2
.settings/de.walware.r.core.prefs
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.settings/de.walware.r.core.prefs
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RProjectBuild/Package.name=FourierStuff
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eclipse.preferences.version=1
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9
DESCRIPTION
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DESCRIPTION
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Package: FourierStuff
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Title: Some probability stuff around Fourier transforms
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Version: 0.1
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Date: 2014-01-06
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Author: Francois Pelletier
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Maintainer: Francois Pelletier <francois@francoispelletier.org>
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Description: This is a package gathering different functions to work with the
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characteristic function and Fourier transforms
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License: LGPL-3
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0
NAMESPACE
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NAMESPACE
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34
R/fft.density.R
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34
R/fft.density.R
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# Get density from characteristic function
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#
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# Author: François Pelletier
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###############################################################################
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#' Get density from characteristic function
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#'
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#' @param char.fun Vectorized characteristic function
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#' @param n Amount of discretization points
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#' @param min Lower bound for density function
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#' @param max Upper bound for density function
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#' @return A data.frame object containing
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#' @return transform.grid: transform variate grid
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#' @return char.fun.t: characteristic function evaluated at t
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#' @return density.grid: density function grid
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#' @return density.value: density function evaluated at point x
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#' @author François Pelletier
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fft.density <- function(char.fun,n,min,max,...)
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{
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index <- 0:(n-1) # Index
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density.step <- (max-min)/n # Step for density function
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density.grid <- min + index * density.step # Grid for density function
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transform.step <- 2*pi / ( n * density.step) # Step for transform variate
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lbound.char.fun <- -n/2 * transform.step # Evaluate characteristic function on range [c,d]
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ubound.char.fun <- n/2 * transform.step # Range centered at 0
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transform.grid <- lbound.char.fun + index * transform.step # Grid for transform variate
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char.fun.t <- char.fun(transform.grid,...) # Evaluate characteristifc function
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tilted.char.fun.t <- exp( -1i * index * transform.step * min ) * char.fun.t # Tilt characteristic function
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density.value <- Re(transform.step / (2*pi) * exp( - 1i * lbound.char.fun * density.grid ) * fft(tilted.char.fun.t)) #Use FFT to get density value, then untilt and normalize
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data.frame(transform.grid,char.fun.t,density.grid,density.value)
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}
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33
man/fft.density.Rd
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man/fft.density.Rd
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\name{fft.density}
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\alias{fft.density}
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\title{Get density from characteristic function}
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\usage{
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fft.density(char.fun, n, min, max, ...)
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}
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\arguments{
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\item{char.fun}{Vectorized characteristic function}
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\item{n}{Amount of discretization points}
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\item{min}{Lower bound for density function}
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\item{max}{Upper bound for density function}
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}
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\value{
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A data.frame object containing
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transform.grid: transform variate grid
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char.fun.t: characteristic function evaluated at t
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density.grid: density function grid
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density.value: density function evaluated at point x
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}
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\description{
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Get density from characteristic function
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}
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\author{
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François Pelletier
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}
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