sampsizeval: Sample Size for Validation of Risk Models with Binary Outcomes
Estimation of the required sample size to validate a risk model for binary outcomes, based on the sample size equations proposed by Pavlou et al. (2021) <doi:10.1177/09622802211007522>. For precision-based sample size calculations, the user is required to enter the anticipated values of the C-statistic and outcome prevalence, which can be obtained from a previous study. The user also needs to specify the required precision (standard error) for the C-statistic, the calibration slope and the calibration in the large. The calculations are valid under the assumption of marginal normality for the distribution of the linear predictor.
| Version: | 1.0.0.0 |
| Imports: | stats,sn,pracma,dplyr,plyr |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2021-05-28 |
| DOI: | 10.32614/CRAN.package.sampsizeval |
| Author: | Menelaos Pavlou [aut, cre] |
| Maintainer: | Menelaos Pavlou <m.pavlou at ucl.ac.uk> |
| BugReports: | https://github.com/mpavlou/sampsizeval/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/mpavlou/sampsizeval |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | sampsizeval results |
Documentation:
| Reference manual: | sampsizeval.html ,sampsizeval.pdf |
Downloads:
| Package source: | sampsizeval_1.0.0.0.tar.gz |
| Windows binaries: | r-devel:sampsizeval_1.0.0.0.zip, r-release:sampsizeval_1.0.0.0.zip, r-oldrel:sampsizeval_1.0.0.0.zip |
| macOS binaries: | r-release (arm64):sampsizeval_1.0.0.0.tgz, r-oldrel (arm64):sampsizeval_1.0.0.0.tgz, r-release (x86_64):sampsizeval_1.0.0.0.tgz, r-oldrel (x86_64):sampsizeval_1.0.0.0.tgz |
Linking:
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