Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size.
Wanrong ZhangYajun MeiRachel CummingsPublished in: CoRR (2022)
Keyphrases
- sample size
- hypothesis testing
- hypothesis tests
- statistical tests
- privacy preserving
- confidence intervals
- private information
- generalization error
- likelihood ratio
- variance reduction
- model selection
- test statistic
- random sampling
- covariance matrix
- small sample
- upper bound
- hypothesis test
- pac learning
- error rate
- robust statistical
- statistical power
- progressive sampling
- sample complexity
- small samples
- data mining
- worst case
- statistical hypothesis testing
- null hypothesis
- machine learning