Optimizing Variance Estimation in Stratified Random Sampling through a Log-Type Estimator for Finite Populations.
Gullinkala Ramya Venkata TriveniFaizan DanishOlayan AlbalawiPublished in: Symmetry (2024)
Keyphrases
- random sampling
- robust estimator
- stratified sampling
- active learning
- sample size
- sampling procedure
- sampling algorithm
- hyperparameters
- unbiased estimator
- estimation algorithm
- adaptive sampling
- estimation error
- variance reduction
- sampling methods
- sliding window
- random projections
- robust estimation
- random samples
- query by committee
- learning process
- variance estimator
- random sample
- standard deviation
- monte carlo
- parameter estimation
- data sets
- reservoir sampling
- robust parameter estimation