Other packages > Find by keyword >

paths  

An Imputation Approach to Estimating Path-Specific Causal Effects
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("paths", "0.1.1")



Attach the package and use:
library("paths")
Maintained by
Minh Trinh
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-06
Latest Update: 2021-06-18
Description:
In causal mediation analysis with multiple causally ordered mediators, a set of path-specific effects are identified under standard ignorability assumptions. This package implements an imputation approach to estimating these effects along with a set of bias formulas for conducting sensitivity analysis (Zhou and Yamamoto ). It contains two main functions: paths() for estimating path-specific effects and sens() for conducting sensitivity analysis. Estimation uncertainty is quantified using the nonparametric bootstrap.
How to cite:
Minh Trinh (2020). paths: An Imputation Approach to Estimating Path-Specific Causal Effects. R package version 0.1.1, https://cran.r-project.org/web/packages/paths
Previous versions and publish date:
0.1.0 (2020-05-06 22:10)
Other packages that cited paths R package
View paths citation profile
Other R packages that paths depends, imports, suggests or enhances
Functions, R codes and Examples using the paths R package
Some associated functions: paths-package . paths . plot.paths . plot.sens . pred . sens . summary.paths . tatar . welfare . 
Some associated R codes: data.R . paths-package.R . paths.R . paths_fit.R . plot.paths.R . plot.sens.R . pred.R . print.paths.R . sens.R . utils.R .  Full paths package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns