Skip to content

snSMART

Small N Sequential Multiple Assignment Randomized Trial Methods

v0.2.4 · Oct 16, 2024 · GPL (>= 2)

Description

Consolidated data simulation, sample size calculation and analysis functions for several snSMART (small sample sequential, multiple assignment, randomized trial) designs under one library. See Wei, B., Braun, T.M., Tamura, R.N. and Kidwell, K.M. "A Bayesian analysis of small n sequential multiple assignment randomized trials (snSMARTs)." (2018) Statistics in medicine, 37(26), pp.3723-3732 <doi:10.1002/sim.7900>.

Downloads

258

Last 30 days

16923rd

696

Last 90 days

2.8K

Last year

Trend: +16.2% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 2, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 1, 2026
ERROR r-devel-linux-x86_64-debian-gcc

examples

Running examples in ‘snSMART-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: groupseqDATA_look1
> ### Title: Group sequential data look 1
> ### Aliases: groupseqDATA_look1
> ### K
...[truncated]...
LE = 6000, n.adapt = 1000, n_MCMC_chain = 1
+ )

Error in update.jags(model, n.iter, ...) : Error in node beta[1]
Slicer stuck at value with infinite density

Calls: group_seq ... do.call -> <Anonymous> -> jags.samples -> update.jags
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 20, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 19, 2026
ERROR r-devel-linux-x86_64-debian-gcc

examples

Running examples in ‘snSMART-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: group_seq
> ### Title: BJSM method for interim analysis and final analysis of group
> ###   sequential
...[truncated]...
+   n_MCMC_chain = 1, ci = 0.95, DTR = TRUE
+ )

Error in update.jags(model, n.iter, ...) : Error in node beta[5]
Slicer stuck at value with infinite density

Calls: group_seq ... do.call -> <Anonymous> -> jags.samples -> update.jags
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies EnvStats bayestestR condMVNorm cubature (>= 2.0.4.1) geepack HDInterval pracma (>= 2.3.3) rjags tidyr truncdist snSMART

Version History

new 0.2.4 Mar 10, 2026
updated 0.2.4 ← 0.2.3 diff Oct 15, 2024
updated 0.2.3 ← 0.2.2 diff Jul 18, 2023
updated 0.2.2 ← 0.2.1 diff Nov 15, 2022
updated 0.2.1 ← 0.1.0 diff Oct 5, 2022
new 0.1.0 Aug 25, 2022