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]
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 22 Apr. 2025.
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
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
03/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/20Downloads for MOST051015202530TrendBars

Today's Hot Picks in Authors and Packages

optimStrat  
Choosing the Sample Strategy
Intended to assist in the choice of the sampling strategy to implement in a survey. ...
Download / Learn more Package Citations See dependency  
phylosamp  
Sample Size Calculations for Molecular and Phylogenetic Studies
Implements novel tools for estimating sample sizes needed for phylogenetic studies, including studi ...
Download / Learn more Package Citations See dependency  
Qest  
Quantile-Based Estimator
Quantile-based estimators (Q-estimators) can be used to fit any parametric distribution, using its q ...
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  
ino  
Initialization of Numerical Optimization
Analysis of the initialization for numerical optimization of real-valued functions, including likel ...
Download / Learn more Package Citations See dependency  
GWPR.light  
Geographically Weighted Panel Regression
Geographically weighted panel regression is grounded in a branch of spatial statistics. Using geogra ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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