R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
practicalSigni
View on CRAN: Click
here
Download and install practicalSigni package within the R console
Install from CRAN:
install.packages("practicalSigni")
Install from Github:
library("remotes")
install_github("cran/practicalSigni") Install by package version:
library("remotes")
install_version("practicalSigni", "0.1.2") Attach the package and use:
library("practicalSigni")
Maintained by
Hrishikesh Vinod
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-17
Latest Update: 2023-12-01
Description:
Consider a possibly nonlinear nonparametric regression
with p regressors. We provide evaluations by 13 methods to rank
regressors by their practical significance or importance using
various methods, including machine learning tools. Comprehensive
methods are as follows.
m6=Generalized partial correlation coefficient or
GPCC by Vinod (2021) and
Vinod (2022).
m7= a generalization of psychologists' effect size incorporating
nonlinearity and many variables.
m8= local linear partial (dy/dxi) using the 'np' package for kernel
regressions.
m9= partial (dy/dxi) using the 'NNS' package.
m10= importance measure using the 'NNS' boost function.
m11= Shapley Value measure of importance (cooperative game theory).
m12 and m13= two versions of the random forest algorithm.
Taraldsen's exact density for sampling distribution of correlations added.
How to cite:
Hrishikesh Vinod (2023). practicalSigni: Practical Significance Ranking of Regressors and Exact t Density. R package version 0.1.2, https://cran.r-project.org/web/packages/practicalSigni. Accessed 07 Jun. 2026.
Other packages that cited practicalSigni R package
View practicalSigni citation profile
Other R packages that practicalSigni depends,
imports, suggests or enhances
Complete documentation for practicalSigni
Functions, R codes and Examples using
the practicalSigni R package
Some associated functions: effSizCut . fncut . pracSig13 . pvTarald . qTarald . reportRank .
Some associated R codes: effSizCut.R . fncut.R . pracSig13.R . pvTarald.R . qTarald.R . reportRank.R . Full practicalSigni package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
keep
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paavo Jumppanen (view profile)
cesR
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul A. Hodgetts (view profile)
gRain
Probability propagation in graphical independence networks, also
known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Søren Højsgaard (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Martin Law (view profile)
xmlr
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Per Nyfelt (view profile)
27,372
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
