Optimal trade-off between sample size, precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model.
Giorgio GneccoFederico NutarelliDaniela SelviPublished in: Soft Comput. (2020)
Keyphrases
- sample size
- trade off
- data model
- worst case
- model selection
- random sampling
- upper bound
- optimal solution
- statistical tests
- database systems
- vc dimension
- small sample size
- small samples
- statistical power
- covariance matrix
- small sample
- progressive sampling
- cross validation
- pac learning
- number of training samples
- probability distribution
- random sample
- statistical hypothesis testing