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MOST
View on CRAN: Click
here
Download and install MOST package within the R console
Install from CRAN:
install.packages("MOST")
Install from Github:
library("remotes")
install_github("cran/MOST")
Install by package version:
library("remotes")
install_version("MOST", "0.1.2")
Attach the package and use:
library("MOST")
Maintained by
John Dziak
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-09
Latest Update: 2022-06-23
Description:
Provides functions similar to the 'SAS' macros previously provided
to accompany Collins, Dziak, and Li (2009)
and Dziak, Nahum-Shani, and Collins (2012) , papers
which outline practical benefits and challenges of factorial
and fractional factorial experiments for scientists interested
in developing biological and/or behavioral interventions, especially
in the context of the multiphase optimization strategy
(see Collins, Kugler & Gwadz 2016) . The package
currently contains three functions. First, RelativeCosts1() draws a graph
of the relative cost of complete and reduced factorial designs versus
other alternatives. Second, RandomAssignmentGenerator() returns a dataframe
which contains a list of random numbers that can be used to conveniently
assign participants to conditions in an experiment with
many conditions. Third, FactorialPowerPlan() estimates the power, detectable effect
size, or required sample size of a factorial or fractional factorial
experiment, for main effects or interactions, given several possible choices
of effect size metric, and allowing pretests and clustering.
How to cite:
John Dziak (2017). MOST: Multiphase Optimization Strategy. R package version 0.1.2, https://cran.r-project.org/web/packages/MOST
Previous versions and publish date:
0.1.0 (2017-11-09 10:07)
Other packages that cited MOST R package
View MOST citation profile
Other R packages that MOST depends,
imports, suggests or enhances
Functions, R codes and Examples using
the MOST R package
Some associated functions: FactorialPowerPlan . RandomAssignmentGenerator . RelativeCosts1 .
Some associated R codes: RelativeCosts1.R . factorial_power_plan.R . random_assignment_generator.R . Full MOST package functions and examples
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