Sample size calculation in metabolic phenotyping studies.
Elise BilloirVincent NavratilBenjamin J. BlaisePublished in: Briefings Bioinform. (2015)
Keyphrases
- sample size
- experimental design
- model selection
- random sampling
- small sample
- small sample size
- statistical tests
- finite sample
- statistical power
- upper bound
- covariance matrix
- pac learning
- small samples
- variance reduction
- number of training samples
- progressive sampling
- worst case
- vc dimension
- confidence intervals
- random samples
- decision trees
- hypothesis tests
- statistical hypothesis testing
- random sample
- sample complexity
- data sets