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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 fileCOPYRIGHTS
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.html ,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,FuzzySpec,IBclust,lg,nlpred,nonsmooth,npbr,NSM3,pssmooth,Qtools,quantCurves,quantilogram,rcDEA,ROCnReg,S4DM,sievePH,simIReff,sobolnp,survidm,treeclim
Reverse suggests:AER,BNSP,mpae,spaero

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=npto link to this page.


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