Evaluating the Risk in Sample Size Determination.
Daniele De MartiniPublished in: Commun. Stat. Simul. Comput. (2008)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- small sample
- upper bound
- finite sample
- progressive sampling
- covariance matrix
- pac learning
- small samples
- generalization error
- experimental design
- vc dimension
- statistical power
- number of training samples
- random samples
- confidence intervals
- worst case
- statistical tests
- uniform sampling
- variance reduction
- statistical hypothesis testing
- hypothesis tests
- supervised learning
- random sample
- computational intelligence
- sample complexity
- np hard