ivmodel: Statistical Inference and Sensitivity Analysis for Instrumental Variables Model
Version 1.6

Contains functions for carrying out instrumental variable estimation of causal effects, including power analysis, sensitivity analysis, and diagnostics.

AuthorYang Jiang, Hyunseung Kang, and Dylan Small
Date of publication2017-05-04 22:16:52 UTC
MaintainerHyunseung Kang <hyunseung@stat.wisc.edu>
LicenseGPL-2
Version1.6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ivmodel")

Getting started

Package overview

Popular man pages

AR.power: Power of the Anderson-Rubin (1949) Test
AR.test: Anderson-Rubin (1949) Test
card.data: Card (1995) Data
Fuller: Fuller-k Estimator
ivmodel-package: Statistical Inference and Sensitivity Analysis for...
KClass: k-Class Estimator
para: Parameter Estimation from Ivmodel
See all...

All man pages Function index File listing

Man pages

AR.power: Power of the Anderson-Rubin (1949) Test
ARsens.power: Power of the Anderson-Rubin (1949) Test with Sensitivity...
ARsens.size: Sample Size Calculator for the Power of the Anderson-Rubin...
ARsens.test: Sensitivity Analysis for the Anderson-Rubin (1949) Test
AR.size: Sample Size Calculator for the Power of the Anderson-Rubin...
AR.test: Anderson-Rubin (1949) Test
card.data: Card (1995) Data
CLR: Conditional Likelihood Ratio Test
coef.ivmodel: Coefficients of the Fitted Model in the 'ivmodel' Object
confint.ivmodel: Confidence Intervals for the Fitted Model in 'ivmodel' Object
fitted.ivmodel: Extract Model Fitted values in the 'ivmodel' Object
Fuller: Fuller-k Estimator
ivmodel: Fitting Instrumental Variables (IV) Models
ivmodelFormula: Fitting Instrumental Variables (IV) Models
ivmodel-internal: Internal 'ivmodel' functions
ivmodel-package: Statistical Inference and Sensitivity Analysis for...
IVpower: Power calculation for IV models
IVsize: Calculating minimum sample size for achieving a certain power
KClass: k-Class Estimator
LIML: Limited Information Maximum Likelihood Ratio (LIML) Estimator
para: Parameter Estimation from Ivmodel
residuals.ivmodel: Residuals from the Fitted Model in the 'ivmodel' Object
TSLS.power: Power of TSLS Estimator
TSLS.size: Sample Size Calculator for the Power of Asymptotic T-test

Functions

Files

NAMESPACE
data
data/card.data.rda
R
R/ivmodel.r
R/residuals.ivmodel.r
R/KClass.r
R/resid.ivmodel.r
R/ivpower.r
R/para.r
R/helperFunc.r
R/fitted.ivmodel.r
R/summary.ivmodel.r
R/TSLS.r
R/ivsize.r
R/ivmodelFormula.r
R/confint.ivmodel.r
R/coef.ivmodel.r
R/AR.r
R/LIML.r
R/print.ivmodel.r
R/ARsens.r
R/Fuller.r
R/CLR.r
MD5
build
build/partial.rdb
DESCRIPTION
man
man/AR.size.Rd
man/ivmodel-internal.Rd
man/residuals.ivmodel.Rd
man/KClass.Rd
man/TSLS.power.Rd
man/ARsens.test.Rd
man/IVsize.Rd
man/ARsens.size.Rd
man/card.data.Rd
man/CLR.Rd
man/LIML.Rd
man/ivmodelFormula.Rd
man/TSLS.size.Rd
man/fitted.ivmodel.Rd
man/coef.ivmodel.Rd
man/para.Rd
man/Fuller.Rd
man/ivmodel-package.Rd
man/ivmodel.Rd
man/confint.ivmodel.Rd
man/AR.power.Rd
man/IVpower.Rd
man/AR.test.Rd
man/ARsens.power.Rd
ivmodel documentation built on May 19, 2017, 10:22 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.