Function to run sensitivity analysis described in Ridgeway's paper; currently works only for ATT.
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.
sensitivity(ps1, data, outcome, order.by.importance = TRUE, verbose = TRUE)
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. |
Returns the following * 'tx' Summary for treated observations. * 'ctrl' Summary for control observations.
Ridgeway, G. (2006). "The effect of race bias in post-traffic stop outcomes using propensity scores", *Journal of Quantitative Criminology* 22(1):1-29.
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