ivmodel1.9.1 package

Statistical Inference and Sensitivity Analysis for Instrumental Variables Model

AR.power

Power of the Anderson-Rubin (1949) Test

AR.size

Sample Size Calculator for the Power of the Anderson-Rubin (1949) Test

AR.test

Anderson-Rubin (1949) Test

ARsens.power

Power of the Anderson-Rubin (1949) Test with Sensitivity Analysis

ARsens.size

Sample Size Calculator for the Power of the Anderson-Rubin (1949) Test...

ARsens.test

Sensitivity Analysis for the Anderson-Rubin (1949) Test

balanceLovePlot

Create Love plot of standardized covariate mean differences

biasLovePlot

Create Love plot of treatment bias and instrument bias

CLR

Conditional Likelihood Ratio Test

coef.ivmodel

Coefficients of the Fitted Model in the ivmodel Object

coefOther

Exogenous Coefficients of the Fitted Model in the ivmodel Object

confint.ivmodel

Confidence Intervals for the Fitted Model in ivmodel Object

distributionBalancePlot

Plot randomization distributions of the Mahalanobis distance

fitted.ivmodel

Extract Model Fitted values in the ivmodel Object

Fuller

Fuller-k Estimator

getCovMeanDiffs

Get Covariate Mean Differences

getMD

Get Mahalanobis Distance

getStandardizedCovMeanDiffs

Get Standardized Covariate Mean Differences

iv.diagnosis

Diagnostics of instrumental variable analysis

ivmodel-bransonKeele-internal

Internal ivmodel functions for Branson and Keele (2020)

ivmodel-internal

Internal ivmodel functions

ivmodel-package

tools:::Rd_package_title("ivmodel")

ivmodel

Fitting Instrumental Variables (IV) Models

ivmodelFormula

Fitting Instrumental Variables (IV) Models

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

model.matrix.ivmodel

Extract Design Matrix for ivmodel Object

para

Parameter Estimation from Ivmodel

permTest.absBias

Perform a permutation test using the sum of absolute biases

permTest.md

Perform a permutation test using the Mahalanobis distance

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

vcov.ivmodel

Calculate Variance-Covariance Matrix (i.e. Standard Error) for k-Class...

vcovOther

Variance of Exogenous Coefficients of the Fitted Model in the `ivmodel...

Carries out instrumental variable estimation of causal effects, including power analysis, sensitivity analysis, and diagnostics. See Kang, Jiang, Zhao, and Small (2020) <http://pages.cs.wisc.edu/~hyunseung/> for details.

  • Maintainer: Hyunseung Kang
  • License: GPL-2 | file LICENSE
  • Last published: 2023-04-09