A Bayesian approach to sample size determination for studies designed to evaluate continuous medical tests.
Dunlei ChengAdam J. BranscumJames D. StameyPublished in: Comput. Stat. Data Anal. (2010)
Keyphrases
- sample size
- statistical tests
- model selection
- experimental design
- covariance matrix
- random sampling
- finite sample
- upper bound
- confidence intervals
- hypothesis tests
- small sample size
- small sample
- progressive sampling
- statistical power
- empirical studies
- worst case
- pac learning
- statistical hypothesis testing
- number of training samples
- machine learning
- random sample
- variance reduction
- generalization error
- small samples
- random samples
- vc dimension
- sample complexity
- data sets