presize: An R-package for precision-based sample size calculation in clinical research.
Alan HaynesArmando LenzOdile StalderAndreas LimacherPublished in: J. Open Source Softw. (2021)
Keyphrases
- sample size
- model selection
- small sample
- random sampling
- small sample size
- finite sample
- statistical tests
- statistical power
- covariance matrix
- upper bound
- progressive sampling
- worst case
- confidence intervals
- pac learning
- statistical hypothesis testing
- number of training samples
- random samples
- generalization error
- small samples
- data sets
- vc dimension
- cross validation
- variance reduction
- sample complexity
- statistical methods
- feature extraction