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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 31 Jan. 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
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