Sources of variation in false discovery rate estimation include sample size, correlation, and inherent differences between groups.
Jiexin ZhangKevin R. CoombesPublished in: BMC Bioinform. (2012)
Keyphrases
- sample size
- false discovery rate
- model selection
- hypothesis testing
- small sample size
- error rate
- feature selection
- random sampling
- covariance matrix
- confidence intervals
- statistical tests
- statistically significant
- worst case
- upper bound
- small sample
- experimental design
- pac learning
- number of training samples
- variance reduction
- progressive sampling
- statistical power
- vc dimension
- cluster analysis
- statistical hypothesis testing
- learning theory
- random sample
- test set
- hypothesis tests
- special case
- high dimensional