R: Statistical Inference and Sensitivity Analysis for Instrumental Variables Model

# Statistical Inference and Sensitivity Analysis for Instrumental Variables Model

## Documentation for package ‘ivmodel’ version 1.9.1

- DESCRIPTION file
- Package README

## Help Pages

ivmodel-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 with Sensitivity Analysis
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
card.data | Card (1995) Data
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
icu.data | Pseudo-data based on Branson and Keele (2020)
iv.diagnosis | Diagnostics of instrumental variable analysis
iv.diagnosis.plot | Diagnostics of instrumental variable analysis
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
resid.ivmodel | Residuals from the Fitted Model in the 'ivmodel' Object
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 Estimators in the 'ivmodel' Object
vcovOther | Variance of Exogenous Coefficients of the Fitted Model in the 'ivmodel' Object