sensitivity: Sensitivity analyses for propensity score analyses

In twang: Toolkit for Weighting and Analysis of Nonequivalent Groups

Description

sensitivity

Usage

 
sensitivity(ps1,
   data,
   outcome,
   order.by.importance = TRUE,
   verbose = TRUE)

Arguments

ps1	A ps object.
data	The dataset including the outcomes
outcome	The outcome of interest.
order.by.importance	Orders the output by relative importance of covariates.
verbose	If TRUE, extra information will be printed.

Details

Performs the sensitivity analyses described in Ridgeway (2006). This is a beta version of this functionality. Please let the developers know if you have problems with it.

Value

tx	Summary for treated observations.
ctrl	Summary for control observations.

References

Ridgeway, G. (2006). “The effect of race bias in post-traffic stop outcomes using propensity scores,” Journal of Quantitative Criminology 22(1):1-29.

twang documentation built on May 2, 2019, 6:53 p.m.