Package: polyreg 0.8.0

polyreg: Polynomial Regression

Automate formation and evaluation of polynomial regression models. The motivation for this package is described in 'Polynomial Regression As an Alternative to Neural Nets' by Xi Cheng, Bohdan Khomtchouk, Norman Matloff, and Pete Mohanty (<arxiv:1806.06850>).

Authors:Norm Matloff [aut, cre], Xi Cheng [aut], Pete Mohanty [aut], Bohdan Khomtchouk [aut], Matthew Kotila [aut], Robin Yancey [aut], Robert Tucker [aut], Allan Zhao [aut], Tiffany Jiang [aut]

polyreg_0.8.0.tar.gz
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polyreg_0.8.0.tgz(r-4.4-any)polyreg_0.8.0.tgz(r-4.3-any)
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polyreg.pdf |polyreg.html✨
polyreg/json (API)

# Install 'polyreg' in R:
install.packages('polyreg', repos = c('https://matloff.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/matloff/polyreg/issues

Datasets:
  • pef - Silicon Valley programmers and engineers data

On CRAN:

8.19 score 180 stars 4 packages 29 scripts 604 downloads 4 exports 1 dependencies

Last updated 2 years agofrom:9945187fb3. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winOKOct 29 2024
R-4.5-linuxOKOct 29 2024
R-4.4-winOKOct 29 2024
R-4.4-macOKOct 29 2024
R-4.3-winOKOct 29 2024
R-4.3-macOKOct 29 2024

Exports:FSRgetPolypolyFittoFactors

Dependencies:nnet

polyreg

Matloff, Mohanty

Rendered frompolyreg.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2021-11-21
Started: 2021-11-21

Readme and manuals

Help Manual

Help pageTopics
FSRFSR print.FSR summary.FSR
Get polynomial termsgetPoly polyMatrix
MiscellaneoustoFactors
Silicon Valley programmers and engineers datapef
Polynomial FitpolyFit predict.polyFit
predict.FSRpredict.FSR
Weather Time SeriesweatherTS