A collection of functions for factor screening, global sensitivity analysis and reliability sensitivity 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()