Evaluation of sample size effect on the identification of haplotype blocks.
Dai OsabeToshihito TanahashiKyoko NomuraShuichi ShinoharaNaoto NakamuraToshikazu YoshikawaHiroshi ShiotaParvaneh KeshavarzYuka YamaguchiKiyoshi KunikaMaki MoritaniHiroshi InoueMitsuo ItakuraPublished in: BMC Bioinform. (2007)
Keyphrases
- sample size
- model selection
- random sampling
- covariance matrix
- finite sample
- small sample size
- upper bound
- statistical power
- statistical tests
- confidence intervals
- progressive sampling
- small samples
- small sample
- number of training samples
- pac learning
- worst case
- random sample
- vc dimension
- experimental design
- statistical hypothesis testing
- high dimensionality