SCOPIT: sample size calculations for single-cell sequencing experiments.
Alexander DavisRuli GaoNicholas E. NavinPublished in: BMC Bioinform. (2019)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- finite sample
- small sample
- upper bound
- number of training samples
- statistical power
- statistical tests
- covariance matrix
- generalization error
- experimental design
- random samples
- statistical hypothesis testing
- pac learning
- variance reduction
- progressive sampling
- confidence intervals
- vc dimension
- data mining
- lower bound
- genetic programming
- support vector machine
- information criterion
- feature extraction
- decision trees
- machine learning