Sample Size Estimation for Comparing Parameters Using Dynamic Causal Modeling.
Nia GouldenRebecca ElliottJohn SucklingStephen Ross WilliamsJohn Francis William DeakinShane McKiePublished in: Brain Connect. (2012)
Keyphrases
- optimal solution
- sample size
- lower bound
- hyperparameters
- upper bound
- model selection
- parameter estimation
- random sampling
- statistical power
- small sample
- small sample size
- statistical tests
- experimental design
- covariance matrix
- number of training samples
- progressive sampling
- confidence intervals
- maximum likelihood
- data sets
- variance reduction
- random sample
- worst case
- statistical hypothesis testing
- vc dimension
- small samples
- feature selection
- sample complexity
- pac learning
- random samples
- data mining