np: Nonparametric kernel smoothing methods for mixed data types

This package provides a variety of nonparametric (and semiparametric) kernel methods that seamlessly handle a mix of continuous, unordered, and ordered factor data types. We would like to gratefully acknowledge support from the Natural Sciences and Engineering Research Council of Canada (NSERC:www.nserc.ca), the Social Sciences and Humanities Research Council of Canada (SSHRC:www.sshrc.ca), and the Shared Hierarchical Academic Research Computing Network (SHARCNET:www.sharcnet.ca).

AuthorJeffrey S. Racine [aut, cre], Tristen Hayfield [aut]
Date of publication2014-06-28 09:21:53
MaintainerJeffrey S. Racine <racinej@mcmaster.ca>
LicenseGPL
Version0.60-2
https://github.com/JeffreyRacine/R-Package-np/

View on CRAN

Man pages

b.star: Compute Optimal Block Length for Stationary and Circular...

data-cps71: Canadian High School Graduate Earnings

data-Engel95: 1995 British Family Expenditure Survey

data-italy: Italian GDP Panel

data-oecd: Cross Country Growth Panel

data-wage1: Cross-Sectional Data on Wages

gradients: Extract Gradients

np.cmstest: Kernel Consistent Model Specification Test with Mixed Data...

np.condensity: Kernel Conditional Density Estimation with Mixed Data Types

np.condensity.bw: Kernel Conditional Density Bandwidth Selection with Mixed...

np.condistribution: Kernel Conditional Distribution Estimation with Mixed Data...

np.condistribution.bw: Kernel Conditional Distribution Bandwidth Selection with...

np.conmode: Kernel Modal Regression with Mixed Data Types

np.copula: Kernel Copula Estimation with Mixed Data Types

np.deneqtest: Kernel Consistent Density Equality Test with Mixed Data Types

np.density: Kernel Density Estimation with Mixed Data Types

np.density.bw: Kernel Density Bandwidth Selection with Mixed Data Types

np.deptest: Kernel Consistent Pairwise Nonlinear Dependence Test for...

np.distribution: Kernel Distribution Estimation with Mixed Data Types

np.distribution.bw: Kernel Distribution Bandwidth Selection with Mixed Data Types

np.kernelsum: Kernel Sums with Mixed Data Types

np-package: Nonparametric Kernel Smoothing Methods for Mixed Data Types

np.plot: General Purpose Plotting of Nonparametric Objects

np.plregression: Partially Linear Kernel Regression with Mixed Data Types

np.plregression.bw: Partially Linear Kernel Regression Bandwidth Selection with...

np.qcmstest: Kernel Consistent Quantile Regression Model Specification...

np.qregression: Kernel Quantile Regression with Mixed Data Types

np.quantile: Kernel Univariate Quantile Estimation

np.regression: Kernel Regression with Mixed Data Types

np.regression.bw: Kernel Regression Bandwidth Selection with Mixed Data Types

np.regressioniv: Nonparametric Instrumental Regression

np.regressionivderiv: Nonparametric Instrumental Derivatives

np.sdeptest: Kernel Consistent Serial Dependence Test for Univariate...

npseed: Set Random Seed

np.sigtest: Kernel Regression Significance Test with Mixed Data Types

np.singleindex: Semiparametric Single Index Model

np.singleindex.bw: Semiparametric Single Index Model Parameter and Bandwidth...

np.smoothcoef: Smooth Coefficient Kernel Regression

np.smoothcoef.bw: Smooth Coefficient Kernel Regression Bandwidth Selection

np.symtest: Kernel Consistent Density Asymmetry Test with Mixed Data...

nptgauss: Truncated Second-order Gaussian Kernels

np.unitest: Kernel Consistent Univariate Density Equality Test with Mixed...

se: Extract Standard Errors

uocquantile: Compute Quantiles

Functions

b.star Man page
bw Man page
bw.all Man page
bw.subset Man page
cps71 Man page
Engel95 Man page
gradients Man page
gradients.condensity Man page
gradients.condistribution Man page
gradients.npregression Man page
gradients.qregression Man page
gradients.singleindex Man page
Italy Man page
np Man page
npcdens Man page
npcdensbw Man page
npcdensbw.conbandwidth Man page
npcdensbw.default Man page
npcdensbw.formula Man page
npcdensbw.NULL Man page
npcdens.call Man page
npcdens.conbandwidth Man page
npcdens.default Man page
npcdens.formula Man page
npcdist Man page
npcdistbw Man page
npcdistbw.condbandwidth Man page
npcdistbw.default Man page
npcdistbw.formula Man page
npcdistbw.NULL Man page
npcdist.call Man page
npcdist.condbandwidth Man page
npcdist.default Man page
npcdist.formula Man page
npcmstest Man page
npconmode Man page
npconmode.call Man page
npconmode.conbandwidth Man page
npconmode.default Man page
npconmode.formula Man page
npcopula Man page
npdeneqtest Man page
npdeptest Man page
npindex Man page
npindexbw Man page
npindexbw.default Man page
npindexbw.formula Man page
npindexbw.NULL Man page
npindexbw.sibandwidth Man page
npindex.call Man page
npindex.default Man page
npindex.formula Man page
npindex.sibandwidth Man page
npksum Man page
npksum.default Man page
npksum.formula Man page
npksum.numeric Man page
npplot Man page
npplot.bandwidth Man page
npplot.conbandwidth Man page
npplot.plbandwidth Man page
npplot.rbandwidth Man page
npplot.scbandwidth Man page
npplot.sibandwidth Man page
npplreg Man page
npplregbw Man page
npplregbw.default Man page
npplregbw.formula Man page
npplregbw.NULL Man page
npplregbw.plbandwidth Man page
npplreg.call Man page
npplreg.formula Man page
npplreg.plbandwidth Man page
npqcmstest Man page
npqreg Man page
npqreg.call Man page
npqreg.condbandwidth Man page
npqreg.default Man page
npqreg.formula Man page
npquantile Man page
npreg Man page
npregbw Man page
npregbw.default Man page
npregbw.formula Man page
npregbw.NULL Man page
npregbw.rbandwidth Man page
npreg.call Man page
npreg.default Man page
npreg.formula Man page
npregiv Man page
npregivderiv Man page
npreg.rbandwidth Man page
npscoef Man page
npscoefbw Man page
npscoefbw.default Man page
npscoefbw.formula Man page
npscoefbw.NULL Man page
npscoefbw.scbandwidth Man page
npscoef.call Man page
npscoef.default Man page
npscoef.formula Man page
npscoef.scbandwidth Man page
npsdeptest Man page
npseed Man page
npsigtest Man page
npsigtest.call Man page
npsigtest.default Man page
npsigtest.formula Man page
npsigtest.npregression Man page
npsigtest.rbandwidth Man page
npsymtest Man page
nptgauss Man page
npudens Man page
npudens.bandwidth Man page
npudensbw Man page
npudensbw.bandwidth Man page
npudensbw.default Man page
npudensbw.formula Man page
npudensbw.NULL Man page
npudens.call Man page
npudens.default Man page
npudens.formula Man page
npudist Man page
npudistbw Man page
npudistbw.dbandwidth Man page
npudistbw.default Man page
npudistbw.formula Man page
npudistbw.NULL Man page
npudist.call Man page
npudist.dbandwidth Man page
npudist.default Man page
npudist.formula Man page
npunitest Man page
oecdpanel Man page
se Man page
uocquantile Man page
wage1 Man page

Files

np
np/inst
np/inst/CITATION
np/inst/COPYRIGHTS
np/inst/doc
np/inst/doc/np.pdf
np/inst/doc/np.Rnw
np/inst/doc/entropy_np.Rnw
np/inst/doc/np_faq.Rnw
np/inst/doc/entropy_np.pdf
np/inst/doc/np.R
np/inst/doc/entropy_np.R
np/inst/doc/np_faq.pdf
np/inst/kernels.max
np/src
np/src/matrix.c
np/src/kernelw.c
np/src/kernelb.c
np/src/nr.c
np/src/hash.h
np/src/statmods.c
np/src/hash.c
np/src/mat_vec.c
np/src/tree.h
np/src/kernel.c
np/src/jksum.c
np/src/tree.c
np/src/Makevars.win
np/src/kernelcv.c
np/src/np.c
np/src/kernele.c
np/src/matrix.h
np/src/headers.h
np/NAMESPACE
np/demo
np/demo/Engel95.R
np/demo/npregiv.R
np/demo/00Index
np/demo/tree.R
np/demo/constrained.R
np/CHANGELOG
np/data
np/data/oecdpanel.rda
np/data/Italy.rda
np/data/cps71.rda
np/data/Engel95.rda
np/data/wage1.rda
np/R
np/R/kernelsum.R np/R/np.density.R np/R/condistribution.R np/R/np.qregression.R np/R/symtest.R np/R/np.sdeptest.R np/R/np.condensity.bw.R np/R/regression.R np/R/np.smoothcoef.bw.R np/R/np.sigtest.R np/R/np.conmode.R np/R/plregression.R np/R/kbandwidth.R np/R/np.density.bw.R np/R/np.deptest.R np/R/smoothcoefficient.R np/R/conbandwidth.R np/R/smoothbandwidth.R np/R/np.kernel.R np/R/np.quantile.R np/R/unitest.R np/R/np.cmstest.R np/R/np.deneqtest.R np/R/cmstest.R np/R/npregiv.R np/R/sibandwidth.R np/R/np.regression.bw.R np/R/np.condistribution.R np/R/deptest.R np/R/np.condensity.R np/R/sigtest.R np/R/plbandwidth.R np/R/np.distribution.bw.R np/R/np.regression.R np/R/qregression.R np/R/rbandwidth.R np/R/density.R np/R/np.distribution.R np/R/bandwidth.R np/R/np.plregression.bw.R np/R/np.plot.R np/R/np.unitest.R np/R/dbandwidth.R np/R/b.star.R np/R/np.singleindex.R np/R/distribution.R np/R/util.R np/R/console.R np/R/npregivderiv.R np/R/np.condistribution.bw.R np/R/deneqtest.R np/R/np.qcmstest.R np/R/condensity.R np/R/np.symtest.R np/R/condbandwidth.R np/R/np.plregression.R np/R/np.copula.R np/R/np.singleindex.bw.R np/R/singleindex.R np/R/conmode.R np/R/np.smoothcoef.R np/R/zzz.R np/R/sdeptest.R
np/vignettes
np/vignettes/entropy_np.bib
np/vignettes/np.Rnw
np/vignettes/entropy_np.Rnw
np/vignettes/np_faq.Rnw
np/vignettes/np.bib
np/vignettes/np_faq.bib
np/README.md
np/MD5
np/build
np/build/vignette.rds
np/DESCRIPTION
np/man
np/man/np.qregression.Rd np/man/np.qcmstest.Rd np/man/np.symtest.Rd np/man/np.plregression.bw.Rd np/man/nptgauss.Rd np/man/data-italy.Rd np/man/np.unitest.Rd np/man/np.density.bw.Rd np/man/data-oecd.Rd np/man/np.distribution.bw.Rd np/man/np.condensity.bw.Rd np/man/np.smoothcoef.Rd np/man/np.copula.Rd np/man/uocquantile.Rd np/man/np.conmode.Rd np/man/np.sigtest.Rd np/man/np.condistribution.bw.Rd np/man/data-wage1.Rd np/man/np-package.Rd np/man/se.Rd np/man/np.cmstest.Rd np/man/np.sdeptest.Rd np/man/np.singleindex.Rd np/man/np.deneqtest.Rd np/man/data-Engel95.Rd np/man/np.kernelsum.Rd np/man/b.star.Rd np/man/np.deptest.Rd np/man/np.condistribution.Rd np/man/np.condensity.Rd np/man/data-cps71.Rd np/man/np.regressioniv.Rd np/man/np.singleindex.bw.Rd np/man/np.smoothcoef.bw.Rd np/man/np.regression.bw.Rd np/man/gradients.Rd np/man/np.plregression.Rd np/man/npseed.Rd np/man/np.density.Rd np/man/np.plot.Rd np/man/np.quantile.Rd np/man/np.regression.Rd np/man/np.regressionivderiv.Rd np/man/np.distribution.Rd
np/cleanup

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

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All documentation is copyright its authors; we didn't write any of that.