Other packages > Find by keyword >

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 30 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
Downloads during the last 30 days
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for samon0246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  
eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA