| twang-package | twang: Toolkit for Weighting and Analysis of Nonequivalent Groups |
| AOD | Subset of Alcohol and Other Drug treatment data |
| bal.stat | Calculate weighted balance statistics |
| bal.table | Compute the balance table. |
| boxplot.mnps | Boxplot for 'mnps' objects |
| boxplot.ps | Boxplot for 'ps' objects |
| desc.wts | Diagnosis of weights |
| displayPlots | Display plots |
| dx.wts | Compute diagnostics assessing covariates balance. |
| egsingle | US Sustaining Effects study |
| get.weights | Extract propensity score weights. |
| get.weights.num | Get numerators to stabilize propensity score weights for 'iptw' fits. |
| get.weights.unstab | Extract unstabilized propensity score weights for 'iptw' fits |
| iptw | Inverse probability of treatment weighting for marginal structural models. |
| iptwExLong | Example data for iptw function (long version) |
| iptwExWide | Example data for iptw function (wide version) |
| lalonde | Lalonde's National Supported Work Demonstration data |
| lindner | Lindner Center data on 996 PCI patients analyzed by Kereiakes et al. (2000) |
| means.table | Extract table of means from an'mnps' object |
| mnIptwExLong | Example data for iptw function (long version, more than two treatments). |
| mnIptwExWide | Example data for iptw function (wide version, more than two treatments) |
| mnps | Propensity score estimation for multiple treatments |
| plot.dxwts | Plot 'dxwts' |
| plot.iptw | Plots for 'iptw' objects |
| plot.mniptw | Plot 'mniptw' |
| plot.mnps | Plots for 'mnps' objects |
| plot.ps | Plots for 'ps' objects |
| print.dxwts | Default print statement for 'dxwts' class |
| print.iptw | Default print statement for 'iptw' class |
| print.mniptw | Default print statement for 'mniptw' class |
| print.mnps | Default print statement for 'mnps' class |
| print.ps | Default print statement for 'ps' class |
| print.summary.iptw | Produces a summary table for 'iptw' object |
| print.summary.mniptw | Produces a summary table for 'mniptw' object |
| print.summary.mnps | Produces a summary table for 'mnps' object |
| print.summary.ps | Produces a summary table for 'ps' object |
| ps | Gradient boosted propensity score estimation |
| raceprofiling | Traffic stop data |
| sensitivity | Function to run sensitivity analysis described in Ridgeway's paper; currently works only for ATT. |
| stop.methods | Stop methods (e.g. "es.mean", "ks.mean", etc.) object, used only for backward compatibility |
| summary.iptw | Summarize a 'iptw' object |
| summary.mniptw | Summarize a 'mniptw' object |
| summary.mnps | Summarize a 'mnps' object |
| summary.ps | Summarize a 'ps' object |
| twang | twang: Toolkit for Weighting and Analysis of Nonequivalent Groups |