sensitivity: Function to run sensitivity analysis described in Ridgeway's...
In twang: Toolkit for Weighting and Analysis of Nonequivalent Groups
sensitivity R Documentation
Function to run sensitivity analysis described in Ridgeway's paper;
currently works only for ATT.
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 Sept. 11, 2024, 8:47 p.m.
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| sensitivity | R Documentation |
Function to run sensitivity analysis described in Ridgeway's paper; currently works only for ATT.
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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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