Choosing the Sample Size of a Computer Experiment: A Practical Guide.
Jason L. LoeppkyJerome SacksWilliam J. WelchPublished in: Technometrics (2009)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- upper bound
- finite sample
- progressive sampling
- small sample
- statistical hypothesis testing
- pac learning
- experimental design
- statistical tests
- covariance matrix
- number of training samples
- small samples
- confidence intervals
- random sample
- generalization error
- random samples
- statistical power
- optimal solution
- machine learning
- cross validation
- regression model