The sample size dependency of statistical measures in informetrics? Some comments.
Quentin L. BurrellPublished in: J. Assoc. Inf. Sci. Technol. (2003)
Keyphrases
- sample size
- statistical measures
- model selection
- upper bound
- random sampling
- small sample
- number of training samples
- covariance matrix
- statistical hypothesis testing
- confidence intervals
- statistical power
- small sample size
- vc dimension
- progressive sampling
- pac learning
- information content
- worst case
- variance reduction
- special case
- spatial features
- dimensionality reduction
- random sample
- small samples
- feature selection
- learning algorithm
- machine learning