Package: cvcrand 0.1.0

cvcrand: Efficient Design and Analysis of Cluster Randomized Trials

Constrained randomization by Raab and Butcher (2001) <doi:10.1002/1097-0258(20010215)20:3%3C351::AID-SIM797%3E3.0.CO;2-C> is suitable for cluster randomized trials (CRTs) with a small number of clusters (e.g., 20 or fewer). The procedure of constrained randomization is based on the baseline values of some cluster-level covariates specified. The intervention effect on the individual outcome can then be analyzed through clustered permutation test introduced by Gail, et al. (1996) <doi:10.1002/(SICI)1097-0258(19960615)15:11%3C1069::AID-SIM220%3E3.0.CO;2-Q>. Motivated from Li, et al. (2016) <doi:10.1002/sim.7410>, the package performs constrained randomization on the baseline values of cluster-level covariates and clustered permutation test on the individual-level outcomes for cluster randomized trials.

Authors:Hengshi Yu [aut, cre], Fan Li [aut], John A. Gallis [aut], Elizabeth L. Turner [aut]

cvcrand_0.1.0.tar.gz
cvcrand_0.1.0.zip(r-4.5)cvcrand_0.1.0.zip(r-4.4)cvcrand_0.1.0.zip(r-4.3)
cvcrand_0.1.0.tgz(r-4.4-any)cvcrand_0.1.0.tgz(r-4.3-any)
cvcrand_0.1.0.tar.gz(r-4.5-noble)cvcrand_0.1.0.tar.gz(r-4.4-noble)
cvcrand_0.1.0.tgz(r-4.4-emscripten)cvcrand_0.1.0.tgz(r-4.3-emscripten)
cvcrand.pdf |cvcrand.html✨
cvcrand/json (API)
NEWS

# Install 'cvcrand' in R:
install.packages('cvcrand', repos = c('https://hengshiyu.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/hengshiyu/cvcrand/issues

Datasets:
  • Dickinson_design - Raw county-level variables for study 1 in Dickinson et al
  • Dickinson_outcome - Simulated individual-level binary outcome and baseline variables for study 1 in Dickinson et al

On CRAN:

3.70 score 8 scripts 251 downloads 1 mentions 3 exports 54 dependencies

Last updated 1 years agofrom:4ed1c9b6ab. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 09 2024
R-4.5-winNOTENov 09 2024
R-4.5-linuxNOTENov 09 2024
R-4.4-winNOTENov 09 2024
R-4.4-macNOTENov 09 2024
R-4.3-winNOTENov 09 2024
R-4.3-macNOTENov 09 2024

Exports:cptestcvrallcvrcov

Dependencies:bitbit64classclicliprcpp11crayonDBIdplyre1071fansiforcatsgdatagenericsgluegmodelsgtoolshavenhmslabelledlatticelifecyclemagrittrMASSMatrixminqamitoolsnlmenumDerivpillarpkgconfigprettyunitsprogressproxypurrrR6RcppRcppArmadilloreadrrlangstringistringrsurveysurvivaltableonetibbletidyrtidyselecttzdbutf8vctrsvroomwithrzoo

cvcrand package

Hengshi Yu, Fan Li, John A. Gallis and Elizabeth L. Turner

Rendered fromcvcrand.Rmdusingknitr::rmarkdownon Nov 09 2024.

Last update: 2021-02-20
Started: 2019-03-23