Toolkit for Weighting and Analysis of Nonequivalent Groups
Produces a summary table for mniptw object
Produces a summary table for mnps object
Produces a summary table for ps object
Gradient boosted propensity score estimation
Function to run sensitivity analysis described in Ridgeway's paper; cu...
Stop methods (e.g. "es.mean", "ks.mean", etc.) object, used only for b...
Summarize a iptw object
Summarize a mniptw object
Summarize a mnps object
Summarize a ps object
twang: Toolkit for Weighting and Analysis of Nonequivalent Groups
Plot dxwts
Default print statement for mniptw class
Default print statement for mnps class
Default print statement for ps class
Produces a summary table for iptw object
Calculate weighted balance statistics
Compute the balance table.
Boxplot for mnps objects
Boxplot for ps objects
Diagnosis of weights
Display plots
Compute diagnostics assessing covariates balance.
Get numerators to stabilize propensity score weights for iptw fits.
Extract propensity score weights.
Extract unstabilized propensity score weights for iptw fits
Inverse probability of treatment weighting for marginal structural mod...
Extract table of means from anmnps object
Propensity score estimation for multiple treatments
Plots for iptw objects
Plot mniptw
Plots for mnps objects
Plots for ps objects
Default print statement for dxwts class
Default print statement for iptw class
Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.