MISS: finding optimal sample sizes for approximate analytics.
Xuebin SuHongzhi WangPublished in: Distributed Parallel Databases (2022)
Keyphrases
- finding optimal
- sample size
- model selection
- random sampling
- upper bound
- finite sample
- small sample
- learning analytics
- small samples
- statistical tests
- statistical power
- business intelligence
- variance reduction
- worst case
- optimal or near optimal
- confidence intervals
- data mining
- information criterion
- hypothesis tests
- structure learning
- reinforcement learning