ibr: Iterative Bias Reduction

Multivariate smoothing using iterative bias reduction with kernel, thin plate splines, Duchon splines or low rank splines.

Install the latest version of this package by entering the following in R:
install.packages("ibr")
AuthorPierre-Andre Cornillon, Nicolas Hengartner, Eric Matzner-Lober
Date of publication2016-01-26 22:33:37
Maintainer"Pierre-Andre Cornillon" <pierre-andre.cornillon@univ-rennes2.fr>
LicenseGPL (>= 2)
Version2.0-2

View on CRAN

Man pages

AIC.ibr: Summarizing iterative bias reduction fits

betaA: Calculates coefficients for iterative bias reduction...

betaS1: Coefficients for iterative bias reduction method.

betaS1lr: Coefficients for iterative bias reduction method.

BIC.ibr: Information Criterion for ibr

bwchoice: Choice of bandwidth achieving a prescribed effective degree...

calcA: Decomposition of the kernel smoother

cvobs: Selection of the number of iterations for iterative bias...

departnoyau: Trace of the product kernel smoother

dssmoother: Evaluate the smoothing matrix, the radial basis matrix, the...

dsSx: Evaluate the smoothing matrix at any point

DuchonQ: Computes the semi-kernel of Duchon splines

DuchonS: Computes the semi-kernel of Duchon splines

fittedA: Evaluates the fits for iterative bias reduction method

fittedS1: Evaluate the fit for iterative bias reduction model

fittedS1lr: Evaluate the fit for iterative bias reduction model

forward: Iterative bias reduction smoothing

ibr: Iterative bias reduction smoothing

ibr.fit: Iterative bias reduction smoothing

ibr-package: Iterative Bias Reduction

iterchoiceA: Selection of the number of iterations for iterative bias...

iterchoiceAcv: Selection of the number of iterations for iterative bias...

iterchoiceAcve: Selection of the number of iterations for iterative bias...

iterchoiceAe: Selection of the number of iterations for iterative bias...

iterchoiceS1: Number of iterations selection for iterative bias reduction...

iterchoiceS1cv: Selection of the number of iterations for iterative bias...

iterchoiceS1cve: Selection of the number of iterations for iterative bias...

iterchoiceS1e: Number of iterations selection for iterative bias reduction...

iterchoiceS1lrcv: Selection of the number of iterations for iterative bias...

iterchoiceS1lrcve: Selection of the number of iterations for iterative bias...

kernel: Kernel evaluation

kernelSx: Evaluates the smoothing matrix at x*

lambdachoice: Choice of bandwidth according to a given effective degree of...

lambdachoicelr: Choice of bandwidth according to a given effective degree of...

lrsmoother: Evaluate the lowrank spline

npregress: Local polynomials smoothing

ozone: Los Angeles ozone pollution data, 1976.

plot.forwardibr: Plot diagnostic for an ibr object

plot.ibr: Plot diagnostic for an ibr object

poids: Product kernel evaluation

predict.ibr: Predicted values using iterative bias reduction smoothers

predict.npregress: Predicted values using using local polynomials

print.summary.ibr: Printing iterative bias reduction summaries

print.summary.npregress: Printing iterative bias reduction summaries

summary.ibr: Summarizing iterative bias reduction fits

summary.npregress: Summarizing local polynomial fits

sumvalpr: Sum of a geometric series

tracekernel: Trace of product kernel smoother

Functions

AICc Man page
AICc.ibr Man page
AIC.ibr Man page
betaA Man page
betaS1 Man page
betaS1lr Man page
BIC Man page
BIC.ibr Man page
bwchoice Man page
calcA Man page
critAaic Man page
critAaicc Man page
critAbic Man page
critAgcv Man page
critAgmdl Man page
critS1aic Man page
critS1aicc Man page
critS1bic Man page
critS1gcv Man page
critS1gmdl Man page
cvobs Man page
departnoyau Man page
dssmoother Man page
dsSx Man page
DuchonQ Man page
DuchonS Man page
epane Man page
fittedA Man page
fittedS1 Man page
fittedS1lr Man page
forward Man page
forwardibr Man page
gaussien Man page
GCV Man page
GCV.ibr Man page
ibr Man page
ibr.fit Man page
ibr-package Man page
iterchoiceA Man page
iterchoiceAcv Man page
iterchoiceAcve Man page
iterchoiceAe Man page
iterchoiceS1 Man page
iterchoiceS1cv Man page
iterchoiceS1cve Man page
iterchoiceS1e Man page
iterchoiceS1lrcv Man page
iterchoiceS1lrcve Man page
kernel Man page
kernelSx Man page
lambdachoice Man page
lambdachoicelr Man page
lrsmoother Man page
npregress Man page
ozone Man page
plot.forwardibr Man page
plot.ibr Man page
poids Man page
predict.ibr Man page
predict.npregress Man page
print.ibr Man page
print.npregress Man page
print.summary.ibr Man page
print.summary.npregress Man page
quartic Man page
residuals.ibr Man page
residuals.npregress Man page
summary.ibr Man page
summary.npregress Man page
sumvalpr Man page
tracekernel Man page
uniform Man page

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/reslrds.rda
tests/testthat/presds.rda
tests/testthat/presk.rda
tests/testthat/test_dim5.R
tests/testthat/resds.rda
tests/testthat/prestps.rda
tests/testthat/pres.rda
tests/testthat/resk.rda
tests/testthat/test_dim2.R
tests/testthat/restps.rda
tests/testthat/reslrtps.rda
tests/testthat/res.rda
src
src/Makevars
src/polynomlocaux.c
src/dssplines.c
src/ibr.c
src/regression.c
NAMESPACE
data
data/ozone.rda
R
R/print.npregress.R R/departnoyau.r R/predict.ibr.R R/lrsmoother.R R/print.summary.ibr.R R/bwchoice.R R/residuals.ibr.R R/forward.R R/predict.npregress.R R/iterchoiceAcve.R R/AIC.ibr.R R/fittedS1lr.R R/dsSx.R R/npregress.R R/ibr.fit.R R/iterchoiceS1lrcve.R R/iterchoiceS1lrcv.R R/betaS1lr.R R/calcA.R R/dssplines.R R/dssmoother.R R/plot.forwardibr.R R/GCV.ibr.R R/betaA.R R/fittedA.R R/summary.ibr.R R/plot.ibr.R R/print.ibr.R R/iterchoiceAcv.R R/summary.npregress.R R/ibr.R R/kernel.R R/print.summary.npregress.R R/iterchoiceS1cv.R R/kernelSx.R R/criteria.R R/iterchoiceA.R R/lambdachoicelr.R R/fittedS1.R R/iterchoiceS1cve.R R/betaS1.R R/iterchoiceS1.R R/BIC.ibr.R R/lambdachoice.R
MD5
README
DESCRIPTION
man
man/betaA.Rd man/summary.ibr.Rd man/iterchoiceS1.Rd man/predict.npregress.Rd man/betaS1lr.Rd man/departnoyau.Rd man/forward.Rd man/npregress.Rd man/iterchoiceS1e.Rd man/iterchoiceAe.Rd man/BIC.ibr.Rd man/ibr-package.Rd man/iterchoiceAcv.Rd man/betaS1.Rd man/kernel.Rd man/dsSx.Rd man/ibr.fit.Rd man/lambdachoicelr.Rd man/iterchoiceS1cv.Rd man/fittedA.Rd man/iterchoiceS1lrcve.Rd man/ibr.Rd man/dssmoother.Rd man/sumvalpr.Rd man/iterchoiceS1lrcv.Rd man/lrsmoother.Rd man/AIC.ibr.Rd man/ozone.Rd man/lambdachoice.Rd man/calcA.Rd man/summary.npregress.Rd man/bwchoice.Rd man/fittedS1lr.Rd man/plot.forwardibr.Rd man/plot.ibr.Rd man/tracekernel.Rd man/DuchonQ.Rd man/print.summary.ibr.Rd man/fittedS1.Rd man/DuchonS.Rd man/iterchoiceAcve.Rd man/cvobs.Rd man/predict.ibr.Rd man/print.summary.npregress.Rd man/iterchoiceA.Rd man/iterchoiceS1cve.Rd man/kernelSx.Rd man/poids.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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