Techniques to Build Better Balance

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Documentation for package ‘halfmoon’ version 0.2.0

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

add_ess_header	Add ESS Table Header
autoplot-halfmoon	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_auc	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_balance	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_calibration	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_ess	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_qq	Autoplot Methods for halfmoon Objects
autoplot.halfmoon_roc	Autoplot Methods for halfmoon Objects
bal_corr	Balance Weighted or Unweighted Pearson Correlation
bal_energy	Balance Energy Distance
bal_ess	Calculate Effective Sample Size for Single Weight Vector
bal_ks	Balance Kolmogorov-Smirnov (KS) Statistic for Two Groups
bal_model_auc	Calculate Single AUC for Model Balance Assessment
bal_model_roc_curve	Calculate Single ROC Curve for Model Balance Assessment
bal_prognostic_score	Compute Prognostic Scores for Balance Assessment
bal_qq	Compute QQ Data for Single Variable and Weight
bal_smd	Balance Standardized Mean Difference (SMD)
bal_vr	Balance Variance Ratio for Two Groups
check_balance	Check Balance Across Multiple Metrics
check_ess	Check Effective Sample Size
check_model_auc	Check Balance Using Weighted ROC Curves
check_model_calibration	Compute calibration data for binary outcomes
check_model_roc_curve	Check ROC Curves for Multiple Weights
check_qq	Check QQ Data for Multiple Weights
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-halfmoon	Plot Methods for halfmoon Objects
plot.halfmoon_auc	Plot Methods for halfmoon Objects
plot.halfmoon_balance	Plot Methods for halfmoon Objects
plot.halfmoon_calibration	Plot Methods for halfmoon Objects
plot.halfmoon_ess	Plot Methods for halfmoon Objects
plot.halfmoon_qq	Plot Methods for halfmoon Objects
plot.halfmoon_roc	Plot Methods for halfmoon Objects
plot_balance	Create balance plot from check_balance output
plot_ess	Plot Effective Sample Size
plot_mirror_distributions	Create mirror distribution plots
plot_model_auc	Plot ROC AUC Values for Balance Assessment
plot_model_calibration	Create calibration plot
plot_model_calibration.data.frame	Create calibration plot
plot_model_calibration.glm	Create calibration plot
plot_model_calibration.halfmoon_calibration	Create calibration plot
plot_model_calibration.lm	Create calibration plot
plot_model_roc_curve	Plot weighted ROC Curves for Balance Assessment
plot_qq	Create QQ plots for weighted and unweighted samples
plot_qq.default	Create QQ plots for weighted and unweighted samples
plot_qq.halfmoon_qq	Create QQ plots for weighted and unweighted samples
plot_stratified_residuals	Create stratified residual diagnostic plots
plot_stratified_residuals.data.frame	Create stratified residual diagnostic plots
plot_stratified_residuals.glm	Create stratified residual diagnostic plots
plot_stratified_residuals.lm	Create stratified residual diagnostic plots
StatQq2	QQ2 Plot Stat
StatRoc	ROC Curve Stat
stat_qq2	QQ2 Plot Stat
stat_roc	ROC Curve Stat
weighted_quantile	Compute weighted quantiles