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
jointVIP
View on CRAN: Click
here
Download and install jointVIP package within the R console
Install from CRAN:
install.packages("jointVIP")
Install from Github:
library("remotes")
install_github("cran/jointVIP")
Install by package version:
library("remotes")
install_version("jointVIP", "1.0.0")
Attach the package and use:
library("jointVIP")
Maintained by
Lauren D. Liao
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.jointVIP . https://github.com/ldliao/jointVIP/issues . https://github.com/ldliao/jointVIP . https://ldliao.github.io/jointVIP/ . jointVIP citation info . jointVIP results . jointVIP.pdf . Additional options available in the 'jointVIP' package . Get started with jointVIP . jointVIP_1.0.0.tar.gz . jointVIP_1.0.0.zip . jointVIP_1.0.0.zip . jointVIP_1.0.0.zip . jointVIP_1.0.0.tgz . jointVIP_1.0.0.tgz . jointVIP_1.0.0.tgz . jointVIP_1.0.0.tgz . jointVIP archive . https://CRAN.R-project.org/package=jointVIP .
First Published: 2022-12-21
Latest Update: 2023-03-08
Description:
In the observational study design stage, matching/weighting methods are
conducted. However, when many background variables are present, the decision as to
which variables to prioritize for matching/weighting is not trivial. Thus, the
joint treatment-outcome variable importance plots are created to guide variable
selection. The joint variable importance plots enhance variable comparisons via
unadjusted bias curves derived under the omitted variable bias framework. The
plots translate variable importance into recommended values for tuning parameters
in existing methods. Post-matching and/or weighting plots can also be used to
visualize and assess the quality of the observational study design. The method
motivation and derivation is presented in "Using Joint Variable Importance Plots
to Prioritize Variables in Assessing the Impact of Glyburide on Adverse Birth
Outcomes" by Liao et al. (2023) . See the package paper by Liao
and Pimentel (2023) for a beginner friendly user introduction.
How to cite:
Lauren D. Liao (2022). jointVIP: Prioritize Variables with Joint Variable Importance Plot in Observational Study Design. R package version 1.0.0, https://cran.r-project.org/web/packages/jointVIP. Accessed 07 May. 2025.
Previous versions and publish date:
Other packages that cited jointVIP R package
View jointVIP citation profile
Other R packages that jointVIP depends,
imports, suggests or enhances
Complete documentation for jointVIP
Functions, R codes and Examples using
the jointVIP R package
Some associated functions: add_bias_curves . add_variable_labels . bootstrap.plot . ceiling_dec . check_measures . create_jointVIP . create_post_jointVIP . floor_dec . get_boot_measures . get_measures . get_post_measures . plot.jointVIP . plot.post_jointVIP . print.jointVIP . print.post_jointVIP . summary.jointVIP . summary.post_jointVIP .
Some associated R codes: general.R . measures.R . Full jointVIP package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
funLBM
The funLBM algorithm allows to simultaneously cluster the rows and the columns of a data matrix wher ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Charles Bouveyron (view profile)
MLDS
Difference scaling is a method for scaling perceived
supra-threshold differences. The package cont ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kenneth Knoblauch (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
humanize
An almost direct port of the 'python' 'humanize' package .
Thi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gerry Manoim (view profile)
aroma.affymetrix
A cross-platform R framework that facilitates processing of any number of Affymetrix microarray samp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Henrik Bengtsson (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
