Determining sample size to evaluate and compare the accuracy of binary diagnostic tests in the presence of partial disease verification.
José Antonio Roldán NofuentesJuan de Dios Luna del CastilloMiguel Ángel Montero AlonsoPublished in: Comput. Stat. Data Anal. (2009)
Keyphrases
- sample size
- progressive sampling
- diagnostic tests
- statistical power
- small samples
- variance reduction
- model selection
- random sampling
- small sample size
- small sample
- statistical tests
- covariance matrix
- worst case
- statistical hypothesis testing
- confidence intervals
- upper bound
- number of training samples
- experimental design
- hypothesis tests
- vc dimension
- random sample
- random samples
- pac learning
- data sets
- generalization error
- highly accurate
- genetic algorithm