A Bayesian method for computing sample size and cost requirements for stratified random sampling of pond water.
Alfred A. BartolucciA. D. BartolucciSejong BaeKaran P. SinghPublished in: Environ. Model. Softw. (2006)
Keyphrases
- random sampling
- sample size
- hyperparameters
- bayesian methods
- model selection
- stratified sampling
- gaussian process
- sampling algorithm
- upper bound
- gaussian processes
- random samples
- posterior distribution
- cross validation
- generalization error
- parameter estimation
- random sample
- experimental design
- machine learning
- progressive sampling
- bayesian framework
- worst case
- support vector machine
- active learning
- data structure
- feature selection