Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
sampling technique |
| gptkbp:advantage |
improves coverage of input space compared to random sampling
|
| gptkbp:appliesTo |
multivariate distributions
|
| gptkbp:guarantees |
each variable is sampled evenly
|
| https://www.w3.org/2000/01/rdf-schema#label |
Latin hypercube sampling
|
| gptkbp:proposedBy |
gptkb:Richard_J._Beckman
gptkb:William_J._Conover gptkb:Michael_McKay 1979 |
| gptkbp:publishedIn |
gptkb:Technometrics_journal
|
| gptkbp:reduces |
number of samples needed for coverage
|
| gptkbp:relatedTo |
gptkb:Monte_Carlo_method
stratified sampling |
| gptkbp:usedFor |
optimization
risk analysis sensitivity analysis |
| gptkbp:usedIn |
design of experiments
computer simulations uncertainty quantification |
| gptkbp:bfsParent |
gptkb:Sobol_sequence
|
| gptkbp:bfsLayer |
7
|