Choosing the Devil You Don't Know: Evidence for Limited Sensitivity to Sample Size-Based Uncertainty When It Offers an Advantage.
Florian L. KutznerDaniel ReadNeil StewartGordon BrownPublished in: Manag. Sci. (2017)
Keyphrases
- sample size
- confidence intervals
- statistical power
- model selection
- small sample size
- upper bound
- random sampling
- small sample
- pac learning
- covariance matrix
- finite sample
- small samples
- experimental design
- belief functions
- variance reduction
- number of training samples
- statistical hypothesis testing
- random sample
- random samples
- vc dimension
- worst case
- uniform sampling
- sample complexity
- statistical tests
- knowledge acquisition
- data structure
- objective function
- genetic algorithm
- machine learning