NISP
Table of Contents
I. NISP
overview
— An overview of the NISP toolbox.
polychaos
— A class to manage a Polynomial Chaos expansion.
randvar
— A class to manage a random variable.
setrandvar
— A class to manage a set of random variables.
1. Configuration
nisp_destroyall
— Destroy all current objects.
nisp_getpath
— Returns the path to the current module.
nisp_initseed
— Sets the seed of the uniform random number generator.
nisp_printall
— Prints all current objects.
nisp_shutdown
— Shuts down the NISP toolbox.
nisp_startup
— Starts up the NISP toolbox.
nisp_verboselevelget
— Returns the current verbose level.
nisp_verboselevelset
— Sets the current verbose level.
2. Support
nisp_bruteforcesa
— Compute sensitivity indices by brute force.
nisp_buildlhs
— Creates a LHS design
nisp_corrcoef
— Returns the linear correlation coefficient of x and y.
nisp_cov
— Returns the empirical covariance matrix of x and y.
nisp_erfcinv
— Computes the inverse erfc function.
nisp_expcdf
— Computes the Exponential CDF.
nisp_expinv
— Computes the Exponential quantile.
nisp_exppdf
— Computes the Exponential PDF.
nisp_lognormalcdf
— Computes the Lognormal CDF.
nisp_lognormalinv
— Computes the Lognormal quantile.
nisp_lognormalpdf
— Computes the Lognormal PDF.
nisp_sobolsa
— Compute sensitivity indices by Sobol, Ishigami, Homma.
3. Test Functions
nisp_ishigami
— Returns the Ishigami function.
nisp_ishigamisa
— Exact sensitivity analysis for the Ishigami function
nisp_product
— Returns the value of the Product function
nisp_productsa
— Exact sensitivity analysis for the Product function
nisp_sum
— Returns the value of the Product function
nisp_sumsa
— Returns the sensitivity indices of the Sum function