Other packages > Find by keyword >

SMARTAR  

Sequential Multiple Assignment Randomized Trial and Adaptive Randomization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SMARTAR", "1.1.0")



Attach the package and use:
library("SMARTAR")
Maintained by
Tony Zhong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-05
Latest Update: 2023-08-19
Description:
Primary data analysis for sequential multiple assignment randomization trial (SMART) and calibration tools for clinical trial planning purposes. The methods used for this package include: (1) Likelihood-based global test (hypothesis test, power calculation) by in Zhong X., Cheng, B., Qian M., Cheung Y.K. (2019) . (2) IPWE-based global test (hypotehsis test, power calculation) by Ogbagaber S.B., Karp J., Wahed A.S. (2016) . (3) G estimates (pairwise comparison, power calculation) by Lavori R., Dawson P.W. (2012) . (4) IPW estimates (pairwise comparison, power calculation) by Murphy S.A. (2005) . (5) SAMRT with adaptive randomization by Cheung Y.K. (2015) .
How to cite:
Tony Zhong (2019). SMARTAR: Sequential Multiple Assignment Randomized Trial and Adaptive Randomization. R package version 1.1.0, https://cran.r-project.org/web/packages/SMARTAR. Accessed 30 Apr. 2025.
Previous versions and publish date:
1.0.0 (2019-11-05 16:30), 1.1.0 (2020-07-30 22:30)
Other packages that cited SMARTAR R package
View SMARTAR citation profile
Other R packages that SMARTAR depends, imports, suggests or enhances
Functions, R codes and Examples using the SMARTAR R package
Some associated functions: SMARTAR . atsmeans . codiacs . getncp . seqmeans . smartest . smartsize . summary . 
Some associated R codes: SMARTAR.R . atsci.R . atsciplot.R . atsmeans.R . atsscan.R . cv.R . ddplot.R . ecov.R . em.R . evcmat.R . gemean.R . getag.R . getcmat.R . getdf.R . getncp.R . markats.R . memean.R . nstage.R . overlap.R . pwtest.R . seqmeans.R . seqplots.R . seqscan.R . smartest.R . smartsize.R . summary.myclass.R . tcov.R . tumat.R . tvmat.R . weight.R . x2test.R .  Full SMARTAR package functions and examples
Downloads during the last 30 days
04/0104/0404/0504/0604/0704/0804/0904/1204/1304/1504/1704/1804/2104/2304/2404/27Downloads for SMARTAR123456789TrendBars

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  
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  

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