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", "1.0.1") 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
First Published: 2022-12-21
Latest Update: 2024-11-22
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 1.0.1, https://cran.r-project.org/web/packages/jointVIP. Accessed 26 Aug. 2026.
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
ncodeR
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Cody L Marquart (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
clinUtils
Utility functions to facilitate the import,
the reporting and analysis of clinical data.
Example ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laure Cougnaud (view profile)
PCADSC
A suite of non-parametric, visual tools for assessing differences in data structures
for two datase ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Anne H. Petersen (view profile)
SelvarMix
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mohammed Sedki (view profile)
RCytoGPS
Defines classes and methods to process text-based
cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kevin R. Coombes (view profile)
28,332
R Packages
239,283
Dependencies
75,113
Author Associations
28,333
Publication Badges
