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samon  

Sensitivity Analysis for Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("samon", "4.0.2")



Attach the package and use:
library("samon")
Maintained by
Aidan McDermott
[Scholar Profile | Author Map]
First Published: 2017-08-16
Latest Update: 2023-10-26
Description:
In a clinical trial with repeated measures designs, outcomes are often taken from subjects at fixed time-points. The focus of the trial may be to compare the mean outcome in two or more groups at some pre-specified time after enrollment. In the presence of missing data auxiliary assumptions are necessary to perform such comparisons. One commonly employed assumption is the missing at random assumption (MAR). The 'samon' package allows the user to perform a (parameterized) sensitivity analysis of this assumption. In particular it can be used to examine the sensitivity of tests in the difference in outcomes to violations of the MAR assumption. The sensitivity analysis can be performed under two scenarios, a) where the data exhibit a monotone missing data pattern (see the samon() function), and, b) where in addition to a monotone missing data pattern the data exhibit intermittent missing values (see the samonIM() function).
How to cite:
Aidan McDermott (2017). samon: Sensitivity Analysis for Missing Data. R package version 4.0.2, https://cran.r-project.org/web/packages/samon. Accessed 07 Apr. 2025.
Previous versions and publish date:
4.0.0 (2017-08-16 00:02), 4.0.1 (2020-05-05 15:40)
Other packages that cited samon R package
View samon citation profile
Other R packages that samon depends, imports, suggests or enhances
Complete documentation for samon
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