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
eff2
View on CRAN: Click
here
Download and install eff2 package within the R console
Install from CRAN:
install.packages("eff2")
Install from Github:
library("remotes")
install_github("cran/eff2")
Install by package version:
library("remotes")
install_version("eff2", "1.0.2")
Attach the package and use:
library("eff2")
Maintained by
Richard Guo
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.eff2 . https://github.com/richardkwo/eff2/issues . https://github.com/richardkwo/eff2 . eff2 results . eff2.pdf . eff2: Efficient least squares for total causal effects . eff2_1.0.2.tar.gz . eff2_1.0.2.zip . eff2_1.0.2.zip . eff2_1.0.2.zip . eff2_1.0.2.tgz . eff2_1.0.2.tgz . eff2_1.0.2.tgz . eff2_1.0.2.tgz . eff2_1.0.2.tgz . eff2_1.0.2.tgz . eff2 archive . https://CRAN.R-project.org/package=eff2 .
First Published: 2021-05-21
Latest Update: 2021-09-30
Description:
Estimate a total causal effect from observational data under
linearity and causal sufficiency. The observational data is supposed to
be generated from a linear structural equation model (SEM) with independent
and additive noise. The underlying causal DAG associated the SEM is required
to be known up to a maximally oriented partially directed graph (MPDAG),
which is a general class of graphs consisting of both directed and
undirected edges, including CPDAGs (i.e., essential graphs) and DAGs. Such
graphs are usually obtained with structure learning algorithms with added
background knowledge. The program is able to estimate every identified
effect, including single and multiple treatment variables. Moreover, the
resulting estimate has the minimal asymptotic covariance (and hence
shortest confidence intervals) among all estimators that are based on the
sample covariance.
How to cite:
Richard Guo (2021). eff2: Efficient Least Squares for Total Causal Effects. R package version 1.0.2, https://cran.r-project.org/web/packages/eff2. Accessed 04 Apr. 2025.
Other packages that cited eff2 R package
View eff2 citation profile
Other R packages that eff2 depends,
imports, suggests or enhances
Complete documentation for eff2
Functions, R codes and Examples using
the eff2 R package
Some associated functions: eff2 . estimateEffect . ex1 . isIdentified .
Some associated R codes: amenable.R . bucket.R . data.R . eff2.R . misc.R . utils.R . Full eff2 package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
perryExamples
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andreas Alfons (view profile)
PakPMICS2014HH
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Muhammad Yaseen (view profile)
metaprotr
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput
mass ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aaron Millan-Oropeza (view profile)
RMixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Meinhard Ploner (view profile)
Rexperigen
Provides convenience functions to communicate with
an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Daniel Szeredi (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)
23,990
R Packages
207,311
Dependencies
64,809
Author Associations
23,991
Publication Badges
