Package index

All functions

add_ess_header()

Add ESS Table Header

bal_corr()

Balance Weighted or Unweighted Pearson Correlation

bal_energy()

Balance Energy Distance

bal_ks()

Balance Kolmogorov-Smirnov (KS) Statistic for Two Groups

bal_smd()

Balance Standardized Mean Difference (SMD)

bal_vr()

Balance Variance Ratio for Two Groups

check_auc()

Check Balance Using Weighted ROC Curves

check_balance()

Check Balance Across Multiple Metrics

check_calibration()

Compute calibration data for binary outcomes

ess()

Calculate the Effective Sample Size (ESS)

geom_calibration()

Geom for calibration plot with confidence intervals

geom_ecdf()

Calculate weighted and unweighted empirical cumulative distributions

geom_mirror_density()

Create mirrored density plots

geom_mirror_histogram()

Create mirrored histograms

geom_qq2()

Create 2-dimensional QQ geometries

geom_roc()

ROC Curve Geom for Causal Inference

nhefs_weights

NHEFS with various propensity score weights

plot_calibration()

Create calibration plot

plot_mirror_distributions()

Create mirror distribution plots

plot_qq()

Create QQ plots for weighted and unweighted samples

plot_roc_auc()

Plot ROC AUC Values for Balance Assessment

plot_roc_curve()

Plot weighted ROC Curves for Balance Assessment

qq()

Compute QQ plot data for weighted and unweighted samples

roc_curve()

ROC Curve for Causal Inference

stat_qq2()

QQ2 Plot Stat

stat_roc()

ROC Curve Stat

weighted_quantile()

Compute weighted quantiles