MRMCsamplesize: Sample Size Estimations for Planning Multi-Reader Multi-Case (MRMC) Studies Without Pilot Data

Sample size estimations for MRMC studies based on the Obuchowski-Rockette (OR) methodology is implemented. The function can calculate sample sizes where the endpoint of interest in the study is either ROC AUC (Area-Under-the-Receiver-Operating-Characteristics-Curve) or sensitivity. The package can also return sample sizes for studies expected to have clustering effect (e.g.- multiple pulmonary nodules per patient). All calculations assume that the study design is fully crossed (paired-reader, paired-case) where each reader reads/interprets each case and that there are two interventions/imaging-modalities/techniques in the study. In addition to MRMC, it can also be used to estimate sample sizes for standalone studies where sensitivity or AUC are the primary endpoints. The methods implemented are based on the methods described in Zhou (2011) <doi:10.1002/9780470906514> and Obuchowski (2000) <doi:10.1097/EDE.0b013e3181a663cc>.

Version: 1.0.0
Imports: stats, fpow
Published: 2023-08-18
DOI: 10.32614/CRAN.package.MRMCsamplesize
Author: Dennis Robert [aut, cre]
Maintainer: Dennis Robert <dennis.robert.nm at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: MRMCsamplesize results


Reference manual: MRMCsamplesize.pdf


Package source: MRMCsamplesize_1.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): MRMCsamplesize_1.0.0.tgz, r-oldrel (arm64): MRMCsamplesize_1.0.0.tgz, r-release (x86_64): MRMCsamplesize_1.0.0.tgz, r-oldrel (x86_64): MRMCsamplesize_1.0.0.tgz


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