Effective sample size: Quick estimation of the effect of related samples in genetic case-control association analyses.
Yaning YangElaine F. RemmersChukwuma B. OgunwoleDaniel L. KastnerPeter K. GregersenWentian LiPublished in: Comput. Biol. Chem. (2011)
Keyphrases
- sample size
- small sample
- small samples
- number of training samples
- random samples
- model selection
- statistical tests
- random sample
- covariance matrix
- upper bound
- vc dimension
- random sampling
- small sample size
- pac learning
- generalization error
- progressive sampling
- statistical power
- experimental design
- data sets
- genetic algorithm
- machine learning
- variance reduction
- learning problems
- worst case
- support vector
- complex diseases