fast: Implementation of the Fourier Amplitude Sensitivity Test (FAST)

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The Fourier Amplitude Sensitivity Test (FAST) is a method to determine global sensitivities of a model on parameter changes with relatively few model runs. This package implements this sensitivity analysis method.

Author
Dominik Reusser
Date of publication
2015-08-02 16:02:45
Maintainer
Dominik Reusser <reusser@pik-potsdam.de>
License
GPL-2
Version
0.64

View on CRAN

Man pages

double_serie
Double the length of a data series for the FAST algoritm
example_model2
Functions to demonstrate FAST
fast-package
Implementation of the Fourier Amplitute Sensitivity Test...
fast_parameters
Generate a parameter set for the FAST method
freq_cukier
Calculate independent frequencies according to CUKIER1975 or...
na2mean
Replace NA in a vector by mean of neighboring values.
p.sensitivity
Plot a vector (e.g. time series) of sensitivities
rerange
Linear transformation of data
S
Generate S-set for FAST method
s_1
Generate an s-set for FAST-method
sa
Calculate sensitivities
sensitivity
Calculate sensitivity according to the FAST algorithm
sensitivity_rep
Repeat calculation of sensitivities for lots of data

Files in this package

fast
fast/NAMESPACE
fast/R
fast/R/sens.model1.R
fast/R/example_model1.R
fast/R/sa.R
fast/R/freq_cukier.R
fast/R/sensitivity_rep.R
fast/R/sysdata.rda
fast/R/rerange.R
fast/R/double_serie.R
fast/R/fast_parameters.R
fast/R/s_1.R
fast/R/na2mean.R
fast/R/freq_mcrae82.R
fast/R/sensitivity.R
fast/R/p.sensitivity.R
fast/R/example_model2.R
fast/R/S.R
fast/MD5
fast/DESCRIPTION
fast/man
fast/man/sa.Rd
fast/man/na2mean.Rd
fast/man/sensitivity.Rd
fast/man/fast-package.Rd
fast/man/fast_parameters.Rd
fast/man/p.sensitivity.Rd
fast/man/sensitivity_rep.Rd
fast/man/s_1.Rd
fast/man/S.Rd
fast/man/freq_cukier.Rd
fast/man/rerange.Rd
fast/man/example_model2.Rd
fast/man/double_serie.Rd