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DESCRIPTION
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Package: rbounds
Type: Package
Title: rbounds: Bounds Estimators for Partially Identified Parameters
Version: 0.1.0
Author: person("Gabriel", "Geisler Mesevage", email = "[email protected]",
role = c("aut", "cre"))
Maintainer: The package maintainer <[email protected]>
Description: An implimentation of estimators for partially identified
parameters as described in Manski The Partial Identification
of Probability Distributions. This package provides a syntax
for identifying the bounds on parameters whose value cannot
be determined but merely constrained. It computes lower and upper
bounds on parameters using either non-parameteric regression,
series estimators, or linear models, and confidence intervals
for the location of the parameter given the upper and lower
bounds. It can be used to estimate conditional means with
missing data, or treatment effects with selection into
treatment.
License: MIT
LazyData: true
Imports:
ggplot2,
np
Suggests: testthat
RoxygenNote: 6.1.1