Sensitivity Analysis Tools for Regression Models

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Documentation for package ‘sensemakr’ version 0.1.6

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

sensemakr-package	Sensemakr: extending omitted variable bias
add_bound_to_contour	Add bounds to contour plot of omitted variable bias
add_bound_to_contour.fixest	Add bounds to contour plot of omitted variable bias
add_bound_to_contour.lm	Add bounds to contour plot of omitted variable bias
add_bound_to_contour.numeric	Add bounds to contour plot of omitted variable bias
adjusted_ci	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_ci.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_ci.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_ci.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_critical_value	Bias-adjusted critical values
adjusted_estimate	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_estimate.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_estimate.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_estimate.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_partial_r2	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_partial_r2.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_partial_r2.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_partial_r2.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_se	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_se.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_se.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_se.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_t	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_t.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_t.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
adjusted_t.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
bias	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
bias.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
bias.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
bias.numeric	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.
extreme_robustness_value	Computes the (extreme) robustness value
extreme_robustness_value.default	Computes the (extreme) robustness value
extreme_robustness_value.fixest	Computes the (extreme) robustness value
extreme_robustness_value.lm	Computes the (extreme) robustness value
extreme_robustness_value.numeric	Computes the (extreme) robustness value
group_partial_r2	Partial R2 of groups of covariates in a linear regression model
group_partial_r2.fixest	Partial R2 of groups of covariates in a linear regression model
group_partial_r2.lm	Partial R2 of groups of covariates in a linear regression model
group_partial_r2.numeric	Partial R2 of groups of covariates in a linear regression model
ovb_bounds	Bounds on the strength of unobserved confounders using observed covariates
ovb_bounds.fixest	Bounds on the strength of unobserved confounders using observed covariates
ovb_bounds.lm	Bounds on the strength of unobserved confounders using observed covariates
ovb_contour_plot	Contour plots of omitted variable bias
ovb_contour_plot.fixest	Contour plots of omitted variable bias
ovb_contour_plot.formula	Contour plots of omitted variable bias
ovb_contour_plot.lm	Contour plots of omitted variable bias
ovb_contour_plot.numeric	Contour plots of omitted variable bias
ovb_extreme_plot	Extreme scenarios plots of omitted variable bias
ovb_extreme_plot.fixest	Extreme scenarios plots of omitted variable bias
ovb_extreme_plot.formula	Extreme scenarios plots of omitted variable bias
ovb_extreme_plot.lm	Extreme scenarios plots of omitted variable bias
ovb_extreme_plot.numeric	Extreme scenarios plots of omitted variable bias
ovb_minimal_reporting	Sensitivity analysis print and summary methods for 'sensemakr'
ovb_partial_r2_bound	Bounds on the strength of unobserved confounders using observed covariates
ovb_partial_r2_bound.fixest	Bounds on the strength of unobserved confounders using observed covariates
ovb_partial_r2_bound.lm	Bounds on the strength of unobserved confounders using observed covariates
ovb_partial_r2_bound.numeric	Bounds on the strength of unobserved confounders using observed covariates
partial_f	Computes the partial R2 and partial (Cohen's) f2
partial_f.fixest	Computes the partial R2 and partial (Cohen's) f2
partial_f.lm	Computes the partial R2 and partial (Cohen's) f2
partial_f.numeric	Computes the partial R2 and partial (Cohen's) f2
partial_f2	Computes the partial R2 and partial (Cohen's) f2
partial_f2.fixest	Computes the partial R2 and partial (Cohen's) f2
partial_f2.lm	Computes the partial R2 and partial (Cohen's) f2
partial_f2.numeric	Computes the partial R2 and partial (Cohen's) f2
partial_r2	Computes the partial R2 and partial (Cohen's) f2
partial_r2.default	Computes the partial R2 and partial (Cohen's) f2
partial_r2.fixest	Computes the partial R2 and partial (Cohen's) f2
partial_r2.lm	Computes the partial R2 and partial (Cohen's) f2
partial_r2.numeric	Computes the partial R2 and partial (Cohen's) f2
plot.sensemakr	Sensitivity analysis plots for 'sensemakr'
print.sensemakr	Sensitivity analysis print and summary methods for 'sensemakr'
relative_bias	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
relative_bias.fixest	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
relative_bias.lm	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
relative_bias.numeric	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
rel_bias	Bias-adjusted estimates, standard-errors, t-values and confidence intervals
robustness_value	Computes the (extreme) robustness value
robustness_value.default	Computes the (extreme) robustness value
robustness_value.fixest	Computes the (extreme) robustness value
robustness_value.lm	Computes the (extreme) robustness value
robustness_value.numeric	Computes the (extreme) robustness value
rv	Computes the (extreme) robustness value
sensemakr	Sensitivity analysis to unobserved confounders
sensemakr.fixest	Sensitivity analysis to unobserved confounders
sensemakr.formula	Sensitivity analysis to unobserved confounders
sensemakr.lm	Sensitivity analysis to unobserved confounders
sensemakr.numeric	Sensitivity analysis to unobserved confounders
sensitivity_stats	Sensitivity statistics for regression coefficients
sensitivity_stats.fixest	Sensitivity statistics for regression coefficients
sensitivity_stats.lm	Sensitivity statistics for regression coefficients
sensitivity_stats.numeric	Sensitivity statistics for regression coefficients
summary.sensemakr	Sensitivity analysis print and summary methods for 'sensemakr'
xrv	Computes the (extreme) robustness value