Addressing the sample size problem in behavioural operational research: simulating the newsvendor problem.
Stewart RobinsonStavrianna DimitriouKathy KotiadisPublished in: J. Oper. Res. Soc. (2017)
Keyphrases
- sample size
- model selection
- upper bound
- random sampling
- finite sample
- number of training samples
- statistical hypothesis testing
- generalization error
- small sample size
- small sample
- progressive sampling
- statistical power
- experimental design
- statistical tests
- pac learning
- covariance matrix
- confidence intervals
- random samples
- worst case
- vc dimension
- variance reduction
- random sample
- decision trees