ibr: Iterative Bias Reduction

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

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

Files in this package

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

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

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