sensitivity: Function to run sensitivity analysis described in Ridgeway's...

In twang: Toolkit for Weighting and Analysis of Nonequivalent Groups

Description

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.

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.

Value

Returns the following * '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 Oct. 25, 2021, 5:08 p.m.