RnaSeqSampleSize: real data based sample size estimation for RNA sequencing.
Shilin ZhaoChung-I LiYan GuoQuanhu ShengYu ShyrPublished in: BMC Bioinform. (2018)
Keyphrases
- sample size
- model selection
- random sampling
- upper bound
- small sample size
- small sample
- covariance matrix
- progressive sampling
- small samples
- statistical tests
- number of training samples
- experimental design
- variance reduction
- pac learning
- worst case
- statistical power
- confidence intervals
- genome wide
- generalization error
- random samples
- statistical hypothesis testing
- training set