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informedSen  

Sensitivity Analysis Informed by a Test for Bias
View on CRAN: Click here


Download and install informedSen package within the R console
Install from CRAN:
install.packages("informedSen")

Install from Github:
library("remotes")
install_github("cran/informedSen")

Install by package version:
library("remotes")
install_version("informedSen", "1.0.7")



Attach the package and use:
library("informedSen")
Maintained by
Paul R Rosenbaum
[Scholar Profile | Author Map]
First Published: 2021-08-04
Latest Update: 2021-08-04
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 , together with its associated R package, also called gurobi; see: . 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 .
How to cite:
Paul R Rosenbaum (2021). informedSen: Sensitivity Analysis Informed by a Test for Bias. R package version 1.0.7, https://cran.r-project.org/web/packages/informedSen. Accessed 13 Apr. 2025.
Previous versions and publish date:
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View informedSen citation profile
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Complete documentation for informedSen
Functions, R codes and Examples using the informedSen R package
Some associated functions: HDL . informedSen-package . informedsen . senmscores . 
Some associated R codes: informedsen.R . senmscores.R .  Full informedSen package functions and examples
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