np: Nonparametric Kernel Smoothing Methods for Mixed Data Types

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, <https://www.nserc-crsng.gc.ca/>), the Social Sciences and Humanities Research Council of Canada (SSHRC, <https://www.sshrc-crsh.gc.ca/>), and the Shared Hierarchical Academic Research Computing Network (SHARCNET, <https://sharcnet.ca/>). We would also like to acknowledge the contributions of the GNU GSL authors. In particular, we adapt the GNU GSL B-spline routine gsl_bspline.c adding automated support for quantile knots (in addition to uniform knots), providing missing functionality for derivatives, and for extending the splines beyond their endpoints.

Version:	0.60-18
Imports:	boot, cubature, methods, quadprog, quantreg, stats
Suggests:	MASS, logspline, ks
Published:	2024-12-10
DOI:	10.32614/CRAN.package.np
Author:	Jeffrey S. Racine [aut, cre], Tristen Hayfield [aut]
Maintainer:	Jeffrey S. Racine <racinej at mcmaster.ca>
BugReports:	https://github.com/JeffreyRacine/R-Package-np/issues
License:	GPL-2 | GPL-3 [expanded from: GPL]
Copyright:	see file COPYRIGHTS
URL:	https://github.com/JeffreyRacine/R-Package-np
NeedsCompilation:	yes
Citation:	np citation info
Materials:	README ChangeLog
In views:	Econometrics
CRAN checks:	np results

Documentation:

Reference manual:	np.pdf
Vignettes:	Entropy-based Inference Using the np Package (source, R code) The np Package (source, R code) Frequently Asked Questions (np) (source)

Downloads:

Package source:	np_0.60-18.tar.gz
Windows binaries:	r-devel: np_0.60-18.zip, r-release: np_0.60-18.zip, r-oldrel: np_0.60-18.zip
macOS binaries:	r-release (arm64): np_0.60-18.tgz, r-oldrel (arm64): np_0.60-18.tgz, r-release (x86_64): np_0.60-18.tgz, r-oldrel (x86_64): np_0.60-18.tgz
Old sources:	np archive

Reverse dependencies:

Reverse depends:	CovSel, DepthProc, generalCorr, kdml, practicalSigni, rddtools, semsfa, sharpPen, tempted
Reverse imports:	assessor, bndovb, causalweight, Compind, condSURV, crs, drtmle, lg, nlpred, nonsmooth, npbr, nse, NSM3, pssmooth, Qtools, quantCurves, quantilogram, rcDEA, ROCnReg, sievePH, simIReff, sobolnp, survidm, treeclim
Reverse suggests:	AER, BNSP, mpae, spaero

Linking:

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