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:
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 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:24), 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

Today's Hot Picks in Authors and Packages

SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
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  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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