On Asymptotic Approximations To The Distributions Of Statistics Constructed From Samples With Random Sizes.
Vladimir BeningVictor KorolevAlexander I. ZeifmanPublished in: ECMS (2017)
Keyphrases
- random samples
- large deviations
- heavy tailed
- central limit theorem
- probability distribution
- random sampling
- confidence intervals
- sample size
- random variables
- closed form expressions
- summary statistics
- training samples
- data sets
- test statistic
- random vectors
- training set
- uniform distribution
- asymptotically optimal
- random sample
- density estimates
- randomly sampled
- normal distribution
- statistically independent
- independent and identically distributed
- sample set
- statistical methods
- rough sets
- worst case
- decision trees
- learning algorithm
- neural network