Statistical Analysis of Sample-Size Effects in ICA.
J. Michael HerrmannFabian J. TheisPublished in: IDEAL (2007)
Keyphrases
- sample size
- statistical analysis
- model selection
- independent component analysis
- random sampling
- upper bound
- small sample
- statistical tests
- statistical power
- small sample size
- progressive sampling
- statistical hypothesis testing
- number of training samples
- pac learning
- generalization error
- covariance matrix
- vc dimension
- experimental design
- confidence intervals
- small samples
- random samples
- variance reduction
- interaction effects
- decision trees