All functions

add_bound_to_contour()

Add bounds to contour plot of omitted variable bias

adjusted_critical_value()

Bias-adjusted critical values

adjusted_estimate() adjusted_se() adjusted_ci() adjusted_t() adjusted_partial_r2() bias() relative_bias() rel_bias()

Bias-adjusted estimates, standard-errors, t-values and confidence intervals

colombia

Data from the 2016 referendum for peace with the FARC in Colombia.

darfur

Data from survey of Darfurian refugees in eastern Chad.

group_partial_r2()

Partial R2 of groups of covariates in a linear regression model

ovb_bounds() ovb_partial_r2_bound()

Bounds on the strength of unobserved confounders using observed covariates

ovb_contour_plot()

Contour plots of omitted variable bias

ovb_extreme_plot()

Extreme scenarios plots of omitted variable bias

partial_r2() partial_f2() partial_f()

Computes the partial R2 and partial (Cohen's) f2

plot(<sensemakr>)

Sensitivity analysis plots for sensemakr

print(<sensemakr>) summary(<sensemakr>) ovb_minimal_reporting()

Sensitivity analysis print and summary methods for sensemakr

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

Computes the (extreme) robustness value

sensemakr-package

Sensemakr: extending omitted variable bias

sensemakr()

Sensitivity analysis to unobserved confounders

sensitivity_stats()

Sensitivity statistics for regression coefficients