Designing Statistical Estimators That Balance Sample Size, Risk, and Computational Cost.
John J. BruerJoel A. TroppVolkan CevherStephen BeckerPublished in: IEEE J. Sel. Top. Signal Process. (2015)
Keyphrases
- sample size
- confidence intervals
- computational cost
- hypothesis tests
- variance reduction
- statistical tests
- model selection
- risk measures
- covariance matrix
- random sampling
- small sample size
- progressive sampling
- pac learning
- experimental design
- small sample
- statistical power
- worst case
- vc dimension
- hypothesis testing
- upper bound
- statistical hypothesis testing
- statistical significance
- small samples
- number of training samples
- random sample
- statistical analysis
- data sets
- regression model
- computational complexity
- data mining