Uses regression surface approximations to calculate
variance decomposition and total variance sensitivity indices.
This package is useful for conducting sensitivity analysis of
complex computer codes when model evaluations are somewhat
expensive (e.g. take longer than a couple seconds to run) but a
reasonable number (50 or more) of model evaluations can be
obtained at sampled input values.
| Version: |
1.3.1 |
| Depends: |
R (≥ 2.4.1), quadprog, tgp, gam, locfit, rpart, mda, corpcor, randomForest, gbm, MASS, mlegp, polspline, fields, methods, lars |
| Published: |
2011-11-05 |
| Author: |
Curtis Storlie, with contributions from
Alexandre Janon |
| Maintainer: |
Curtis Storlie <storlie@lanl.gov>, Alexandre Janon
<alexandre.janon at imag.fr> |
| License: |
GPL (≥ 2) |
| CRAN checks: |
CompModSA results |