Other packages > Find by keyword >

MOST  

Multiphase Optimization Strategy
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]
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. Accessed 29 Oct. 2026.
Previous versions and publish date:
0.1.0 (2017-11-09 10:07), (2026-07-09 08:09)
Other packages that cited MOST R package
View MOST citation profile
Other R packages that MOST depends, imports, suggests or enhances
Complete documentation for MOST
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
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  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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