Sensitivity Analysis Tools for Regression Models

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Documentation for package ‘sensemakr’ version 0.1.6

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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