NPRED: Predictor Identifier: Nonparametric Prediction

Partial informational correlation (PIC) is used to identify the meaningful predictors to the response from a large set of potential predictors. Details of methodologies used in the package can be found in Sharma, A., Mehrotra, R. (2014). <doi:10.1002/2013WR013845>, Sharma, A., Mehrotra, R., Li, J., & Jha, S. (2016). <doi:10.1016/j.envsoft.2016.05.021>, and Mehrotra, R., & Sharma, A. (2006). <doi:10.1016/j.advwatres.2005.08.007>.

Version:	1.1.0
Depends:	R (≥ 3.4.0)
Imports:	stats
Suggests:	zoo, SPEI, WASP, knitr, ggplot2, synthesis, testthat, bookdown, rmarkdown
Published:	2024-07-25
DOI:	10.32614/CRAN.package.NPRED
Author:	Ashish Sharma [aut], Raj Mehrotra [aut], Sanjeev Jha [aut], Jingwan Li [aut], Ze Jiang [aut, cre]
Maintainer:	Ze Jiang <ze.jiang at unsw.edu.au>
BugReports:	https://github.com/zejiang-unsw/NPRED/issues
License:	GPL-3
URL:	https://github.com/zejiang-unsw/NPRED#readme
NeedsCompilation:	no
Materials:	README, NEWS
In views:	Hydrology
CRAN checks:	NPRED results

Documentation:

Reference manual:	NPRED.html , NPRED.pdf
Vignettes:	Predictor Identifier: Nonparametric PREDiction (source, R code)

Downloads:

Package source:	NPRED_1.1.0.tar.gz
Windows binaries:	r-devel: NPRED_1.1.0.zip, r-release: NPRED_1.1.0.zip, r-oldrel: NPRED_1.1.0.zip
macOS binaries:	r-release (arm64): NPRED_1.1.0.tgz, r-oldrel (arm64): NPRED_1.1.0.tgz, r-release (x86_64): NPRED_1.1.0.tgz, r-oldrel (x86_64): NPRED_1.1.0.tgz
Old sources:	NPRED archive

Reverse dependencies:

Reverse suggests:

WASP

Linking:

Please use the canonical form https://CRAN.R-project.org/package=NPRED to link to this page.