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DESCRIPTION
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DESCRIPTION
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Package: lpinfer
Type: Package
Title: An R Package for Inference in Linear Programs
Version: 0.1.0
Authors@R: c(person(given = "Conroy",
family = "Lau",
email = "ccplau@uchicago.edu",
role = c("aut", "cre")),
person(given = "Alexander",
family = "Torgovitsky",
email = "atorgovitsky@gmail.com",
role = c("aut")))
Maintainer: Conroy Lau <ccplau@uchicago.edu>
Description: This package provides a set of methods for estimation and
statistical inference on the solutions (optimal values) of linear programs.
The motivation is partially identified models. Identified sets in many
partially identified models can be characterized by the solutions to two
linear programs (one min, one max), with the interval between comprising
the whole identified set. The module is designed with this situation as
the primary use-case, although it might be of interest in other stochastic
programming applications where nonparametric inference is desired.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Imports:
e1071 (>= 1.7.3),
expm (>= 0.999.4),
boot (>= 1.3.24),
pracma (>= 2.2.9),
scales (>= 1.1.1),
future (>= 1.18.0),
future.apply (>= 1.6.0),
progressr (>= 0.6.0),
plyr (>= 1.8.6),
furrr (>= 0.2.0),
Matrix (>= 1.2.18),
methods (>= 3.6.1)
Suggests:
knitr (>= 1.28),
rmarkdown (>= 2.0),
testthat (>= 2.3.2),
gurobi (>= 8.1.1),
cplexAPI (>= 1.3.6),
Rcplex (>= 0.3.3),
limSolve (>= 1.5.6),
lpSolveAPI (>= 5.5.2.0.17.4),
spelling (>= 2.1),
kableExtra (>= 1.2.1)
VignetteBuilder: knitr
Language: en-US