np: Nonparametric kernel smoothing methods for mixed data types

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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).

Author
Jeffrey S. Racine [aut, cre], Tristen Hayfield [aut]
Date of publication
2014-06-28 09:21:53
Maintainer
Jeffrey S. Racine <racinej@mcmaster.ca>
License
GPL
Version
0.60-2
URLs

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

Files in this package

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