The impact of sample size and tissue type on the reproducibility of gene co-expression networks.
Katie L. OvensB. Frank EamesIan McQuillanPublished in: BCB (2020)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- upper bound
- covariance matrix
- statistical tests
- small sample
- progressive sampling
- vc dimension
- small samples
- number of training samples
- variance reduction
- worst case
- experimental design
- gene networks
- sample complexity
- confidence intervals
- random sample
- optimal solution
- data sets
- gene sets
- gene expression
- active learning
- evolutionary algorithm
- statistical power
- statistical hypothesis testing
- data mining