Other packages > Find by keyword >

mvGPS  

Causal Inference using Multivariate Generalized Propensity Score
View on CRAN: Click here


Download and install mvGPS package within the R console
Install from CRAN:
install.packages("mvGPS")

Install from Github:
library("remotes")
install_github("cran/mvGPS")

Install by package version:
library("remotes")
install_version("mvGPS", "1.2.2")



Attach the package and use:
library("mvGPS")
Maintained by
Justin Williams
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-17
Latest Update: 2021-12-07
Description:
Methods for estimating and utilizing the multivariate generalized propensity score (mvGPS) for multiple continuous exposures described in Williams, J.R, and Crespi, C.M. (2020) . The methods allow estimation of a dose-response surface relating the joint distribution of multiple continuous exposure variables to an outcome. Weights are constructed assuming a multivariate normal density for the marginal and conditional distribution of exposures given a set of confounders. Confounders can be different for different exposure variables. The weights are designed to achieve balance across all exposure dimensions and can be used to estimate dose-response surfaces.
How to cite:
Justin Williams (2020). mvGPS: Causal Inference using Multivariate Generalized Propensity Score. R package version 1.2.2, https://cran.r-project.org/web/packages/mvGPS. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:33), 1.0.2 (2020-09-17 11:10), 1.1.1 (2021-04-28 14:30), 1.2.1 (2021-10-17 01:30)
Other packages that cited mvGPS R package
View mvGPS citation profile
Other R packages that mvGPS depends, imports, suggests or enhances
Complete documentation for mvGPS
Functions, R codes and Examples using the mvGPS R package
Some associated functions: D_C_check . X_check . bal . gen_D . hull_sample . mvGPS . 
Some associated R codes: bal.R . gen_D.R . hull_sample.R . mvGPS.R .  Full mvGPS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA