Development of Adaptive Group Sequential Procedure for Changing Sample Size.
Tomohiro NakamuraHideyuki DoukePublished in: Commun. Stat. Simul. Comput. (2010)
Keyphrases
- sample size
- model selection
- small sample size
- upper bound
- random sampling
- small sample
- small samples
- generalization error
- finite sample
- variance reduction
- experimental design
- number of training samples
- pac learning
- confidence intervals
- covariance matrix
- statistical power
- progressive sampling
- data sets
- random samples
- sample complexity
- vc dimension
- decision trees
- machine learning