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
ivmte
View on CRAN: Click
here
Download and install ivmte package within the R console
Install from CRAN:
install.packages("ivmte")
Install from Github:
library("remotes")
install_github("cran/ivmte")
Install by package version:
library("remotes")
install_version("ivmte", "1.4.0")
Attach the package and use:
library("ivmte")
Maintained by
Joshua Shea
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-02-08
Latest Update: 2021-09-17
Description:
The marginal treatment effect was introduced by Heckman and
Vytlacil (2005) to provide a
choice-theoretic interpretation to instrumental variables models that
maintain the monotonicity condition of Imbens and Angrist (1994)
. This interpretation can be used to extrapolate from
the compliers to estimate treatment effects for other subpopulations. This
package provides a flexible set of methods for conducting this
extrapolation. It allows for parametric or nonparametric sieve estimation,
and allows the user to maintain shape restrictions such as monotonicity. The
package operates in the general framework developed by Mogstad, Santos and
Torgovitsky (2018) , and accommodates either point
identification or partial identification (bounds). In the partially
identified case, bounds are computed using either linear programming
or quadratically constrained quadratic programming. Support for
four solvers is provided. Gurobi and the Gurobi R API
can be obtained from . CPLEX can be obtained
from . CPLEX R APIs 'Rcplex'
and 'cplexAPI' are available from CRAN. MOSEK and the MOSEK R API can be
obtained from . The lp_solve library is freely
available from , and is included when
installing its API 'lpSolveAPI', which is available from CRAN.
How to cite:
Joshua Shea (2019). ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects. R package version 1.4.0, https://cran.r-project.org/web/packages/ivmte. Accessed 30 Jan. 2025.
Previous versions and publish date:
Other packages that cited ivmte R package
View ivmte citation profile
Other R packages that ivmte depends,
imports, suggests or enhances
Complete documentation for ivmte
Functions, R codes and Examples using
the ivmte R package
Some associated functions: AE . altDefSplinesBasis . argstring . audit . bX . bound . boundCI . boundPvalue . checkU . classFormula . classList . combinemonobound . constructConstant . criterionMin . design . extractcols . fmtResult . funEval . genBasisSplines . genGamma . genGammaSplines . genGammaSplinesTT . genGammaTT . genSSet . genTarget . genWeight . genboundA . gendist1 . gendist1e . gendist2 . gendist3 . gendist3e . gendist4 . gendist5e . gendist6e . gendistBasic . gendistCovariates . gendistMosquito . gendistSplines . genej . gengrid . genmonoA . genmonoboundA . getXZ . gmmEstimate . interactSplines . isfunctionstring . ivEstimate . ivmte . ivmteEstimate . ivmteSimData . l . lpSetup . lpSetupBound . lpSetupCriterion . lpSetupCriterionBoot . lpSetupEqualCoef . lpSetupInfeasible . lpSetupSolver . mInt . magnitude . matrixTriplets . modcall . momentMatrix . monoIntegral . negationCheck . olsj . optionsCplexAPI . optionsCplexAPISingle . optionsCplexAPITol . optionsGurobi . optionsLpSolveAPI . optionsRmosek . parenthBoolean . permute . permuteN . piv . polyProduct . polyparse . popmean . print.ivmte . propensity . qpSetup . qpSetupBound . qpSetupCriterion . qpSetupInfeasible . removeSplines . rescaleX . restring . rhalton . runCplexAPI . runGurobi . runLpSolveAPI . runMosek . sOls1d . sOls2d . sOls3 . sOlsSplines . sTsls . sTslsSplines . sWald . selectViolations . splineInt . splineUpdate . splinesBasis . statusString . subsetclean . summary.ivmte . symat . tsls . uSplineBasis . uSplineInt . unstring . vecextract . wAttSplines . wate1 . watt1 . watu1 . weights . wgenlate1 . whichforlist . wlate1 .
Some associated R codes: audit.R . callcheck.R . data.R . design.R . ivlike.R . lists.R . lp.R . modcall.R . monobound.R . mst.R . mtr.R . propensity.R . splines.R . sweights.R . testdata.R . testfunctions_covariates.R . testfunctions_splines.R . wweights.R . Full ivmte 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
convertid
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Vidal Fey (view profile)
GGMncv
Estimate Gaussian graphical models with nonconvex penalties ,
including ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Donald Williams (view profile)
fastmit
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shiyun Lin (view profile)
cinaR
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data
analyses. This package combi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Onur Karakaslar (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
WtTopsis
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: zhengyu wu (view profile)