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informedSen

Sensitivity Analysis Informed by a Test for Bias

v1.0.7 · Aug 4, 2021 · GPL-2

Description

After testing for biased treatment assignment in an observational study using an unaffected outcome, the sensitivity analysis is constrained to be compatible with that test. The package uses the optimization software gurobi obtainable from <https://www.gurobi.com/>, together with its associated R package, also called gurobi; see: <https://www.gurobi.com/documentation/7.0/refman/installing_the_r_package.html>. The method is a substantial computational and practical enhancement of a concept introduced in Rosenbaum (1992) Detecting bias with confidence in observational studies Biometrika, 79(2), 367-374 <doi:10.1093/biomet/79.2.367>.

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r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
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r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Paul R Rosenbaum <rosenbaum@wharton.upenn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Paul", "R"),
                    family = "Rosenbaum",
                    role = c("aut", "cre"),
                    email = "rosenbaum@wharton.upenn.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Paul R Rosenbaum <rosenbaum@wharton.upenn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Paul", "R"),
                    family = "Rosenbaum",
                    role = c("aut", "cre"),
                    email = "rosenbaum@wharton.upenn.edu")
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

*


            
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

package dependencies

Package which this enhances but not available for checking: ‘gurobi’
NOTE r-oldrel-macos-x86_64

package dependencies

Package which this enhances but not available for checking: ‘gurobi’
NOTE r-oldrel-windows-x86_64

package dependencies

Package which this enhances but not available for checking: 'gurobi'
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Paul R Rosenbaum <rosenbaum@wharton.upenn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Paul", "R"),
                    family = "Rosenbaum",
                    role = c("aut", "cre"),
                    email = "rosenbaum@wharton.upenn.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Paul R Rosenbaum <rosenbaum@wharton.upenn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Paul", "R"),
                    family = "Rosenbaum",
                    role = c("aut", "cre"),
                    email = "rosenbaum@wharton.upenn.edu")
as necessary.
NOTE r-oldrel-macos-arm64

package dependencies

Package which this enhances but not available for checking: ‘gurobi’
NOTE r-oldrel-macos-x86_64

package dependencies

Package which this enhances but not available for checking: ‘gurobi’
NOTE r-oldrel-windows-x86_64

package dependencies

Package which this enhances but not available for checking: 'gurobi'

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Version History

new 1.0.7 Mar 10, 2026