A collection of functions for factor screening, global sensitivity analysis and robustness analysis. Most of the functions have to be applied on model with scalar output, but several functions support multi-dimensional outputs.
Changes in version 1.15.2:
o Added functions for Morris method for multidimensional outputs:
morrisMultOut()
o Added the toy functions linkletter.fun()
o Change the names of the fcts (dtnorm, ..., dtgumbel, ...) by
(dnorm.trunc, ...) (reverse dependency pb with ATmet package).
Export now the fcts, documentation entries in truncateddistrib.Rd
o Corrected bug: Replace \dontrun by \donttest in all Rd-files
o Corrected bug: package triangle is suggested and called in
PoincareOptimal.Rd
o Function in sobolGPmethods.R and sobolpickfreeze.R have been
integrated in sobolGP.R
o Detected bug (not corrected) in tell.sobolGP()
Unused argument in km(), passed by eval(), update(), tell.sobolGP() ??)
=> comment in the example of sobolGP.Rd
Changes in version 1.15.1:
o Functions shapleyPermEx() corrected (confidence intervals)
Changes in version 1.15.0:
o Function "sobolCert.R" has been (temporarily) suppressed
(compilation bug unresolved)
o Function "support.R" has been changed by O. Roustant (new plotting
functionalities are available, as the function "scatterplot")
o Resolved bug about "sobolmartinez" method (now suppressed) in
the sobolMultOut() function
o sobolMultOut() now returns the functional Sobol' indices via
the attributes "Sfct" and "Tfct" of the output object
Changes in version 1.14.0:
o Added functions for calculating Shapley indices: shapleyPermEx()
and shapleyPermRand()
o Added function for calculating first order Sobol' indices via
smoothing technique: sobolSmthSpl()