Package index

IV Estimation

Fit instrumental variable models using the Anderson-Rubin approach.

iv_fit()

Instrumental Variable Estimation using the Anderson-Rubin approach

coef(<iv_fit>) confint(<iv_fit>)

Extracts point estimates and confidence intervals of an iv_fit model.

summary(<iv_fit>) print(<iv_fit>)

print and summary methods for iv_fit

Sensitivity Analysis

Perform sensitivity analysis of IV estimates.

sensemakr()

Sensitivity Analysis of Instrumental Variable Estimates

sensitivity_stats()

Sensitivity statistics for instrumental variable estimates

robustness_value() extreme_robustness_value() xrv() rv()

Computes the (extreme) robustness value for IV

ovb_minimal_reporting()

Minimal sensitivity reporting for IV estimates

coef(<iv.sensemakr>)

Extract estimates of an iv.sensemakr object

summary(<iv.sensemakr>) print(<summary.iv.sensemakr>)

Sensitivity analysis print and summary methods for iv.sensemakr

Visualization

Contour plots for sensitivity analysis.

ovb_contour_plot()

Contour plots of omitted variable bias for IV

plot(<iv.sensemakr>)

Sensitivity analysis plots for IV sensemakr

Data

Datasets included in the package.

card

National Longitudinal Survey of Young Men (NLSYM)