Statistical Inference and Sensitivity Analysis for Instrumental Variables Model
Power of the Anderson-Rubin (1949) Test
Sample Size Calculator for the Power of the Anderson-Rubin (1949) Test
Anderson-Rubin (1949) Test
Power of the Anderson-Rubin (1949) Test with Sensitivity Analysis
Sample Size Calculator for the Power of the Anderson-Rubin (1949) Test...
Sensitivity Analysis for the Anderson-Rubin (1949) Test
Create Love plot of standardized covariate mean differences
Create Love plot of treatment bias and instrument bias
Conditional Likelihood Ratio Test
Coefficients of the Fitted Model in the ivmodel
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Exogenous Coefficients of the Fitted Model in the ivmodel
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Confidence Intervals for the Fitted Model in ivmodel
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Plot randomization distributions of the Mahalanobis distance
Extract Model Fitted values in the ivmodel
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Fuller-k Estimator
Get Covariate Mean Differences
Get Mahalanobis Distance
Get Standardized Covariate Mean Differences
Diagnostics of instrumental variable analysis
Internal ivmodel
functions for Branson and Keele (2020)
Internal ivmodel
functions
tools:::Rd_package_title("ivmodel")
Fitting Instrumental Variables (IV) Models
Fitting Instrumental Variables (IV) Models
Power calculation for IV models
Calculating minimum sample size for achieving a certain power
k-Class Estimator
Limited Information Maximum Likelihood Ratio (LIML) Estimator
Extract Design Matrix for ivmodel
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Parameter Estimation from Ivmodel
Perform a permutation test using the sum of absolute biases
Perform a permutation test using the Mahalanobis distance
Residuals from the Fitted Model in the ivmodel
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Power of TSLS Estimator
Sample Size Calculator for the Power of Asymptotic T-test
Calculate Variance-Covariance Matrix (i.e. Standard Error) for k-Class...
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.