multisensi: Multivariate Sensitivity Analysis

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Functions to perform sensitivity analysis on a model with multivariate output.

Author
Caroline Bidot <caroline.bidot@jouy.inra.fr>, Matieyendou Lamboni <clamboni@yahoo.fr>, Hervé Monod <herve.monod@jouy.inra.fr>
Date of publication
2016-04-27 19:25:21
Maintainer
Caroline Bidot <caroline.bidot@jouy.inra.fr>
License
CeCILL-2
Version
2.0

View on CRAN

Man pages

analysis.anoasg
Runs a series of analyses of variance
analysis.sensitivity
Runs a series of sensitivity analyses by a function from the...
basis.ACP
A function to decompose multivariate data by principal...
basis.bsplines
A function to decompose multivariate data on a B-spline basis
basis.mine
A function to decompose multivariate data on a user-defined...
basis.osplines
A function to decompose multivariate data on an orthogonal...
basis.poly
A function to decompose multivariate data on a polynomial...
biomasse
The Winter Wheat Dynamic Model
biomasseX
A factorial input design for the main example
biomasseY
Output of the biomasse model for the plan provided in the...
bspline
function to evaluate B-spline basis functions
climat
Climate data
dynsi
Dynamic Sensitivity Indices: DSI
graph.bar
Sensitivity index bar plot
graph.pc
Principal Components graph for gsi objects
grpe.gsi
Group factor GSI, obsolete function
gsi
Generalized Sensitivity Indices: GSI
multisensi
A function with multiple options to perform multivariate...
multisensi-package
Multivariate sensitivity Analysis
multivar
A function to decompose the output data set and reduce its...
planfact
Complete factorial design in lexical order
planfact.as
Complete factorial design
plot.dynsi
Plot method for dynamic sensitivity results
plot.gsi
Plot method for generalised sensitivity analysis
predict.gsi
A function to predict multivariate output
print.dynsi
print DYNSI
print.gsi
print GSI
quality
quality of any approximation
sesBsplinesNORM
normalized B-splines basis functions
sesBsplinesORTHONORM
orthogonalized B-splines basis functions
simulmodel
Model simulation
summary.dynsi
dynsi summary
summary.gsi
summary of GSI results
yapprox
Prediction based on PCA and anovas (NOT ONLY)

Files in this package

multisensi
multisensi/inst
multisensi/inst/CITATION
multisensi/inst/doc
multisensi/inst/doc/multisensi-vignette.R
multisensi/inst/doc/multisensi-vignette.pdf
multisensi/inst/doc/multisensi-vignette.rnw
multisensi/inst/doc/multisensi-manual.pdf
multisensi/NAMESPACE
multisensi/NEWS
multisensi/data
multisensi/data/biomasseX.rda
multisensi/data/biomasseY.rda
multisensi/data/Climat.rda
multisensi/R
multisensi/R/predict.gsi.r
multisensi/R/analysis.anoasg.r
multisensi/R/plot.gsi.r
multisensi/R/plot.dynsi.r
multisensi/R/simulmodel.r
multisensi/R/planfact.r
multisensi/R/gsi.r
multisensi/R/yapprox.r
multisensi/R/graph.bar.r
multisensi/R/quality.r
multisensi/R/basis.osplines.r
multisensi/R/grpe.gsi.r
multisensi/R/multivar.r
multisensi/R/analysis.sensitivity.r
multisensi/R/basis.bsplines.r
multisensi/R/biomasse.r
multisensi/R/basis.poly.r
multisensi/R/print.dynsi.r
multisensi/R/basis.mine.r
multisensi/R/fctspline.jbrf.r
multisensi/R/dynsi.r
multisensi/R/summary.dynsi.r
multisensi/R/multisensi.r
multisensi/R/print.gsi.r
multisensi/R/basis.ACP.r
multisensi/R/graph.pc.r
multisensi/R/planfact.as.r
multisensi/R/summary.gsi.r
multisensi/vignettes
multisensi/vignettes/smfplain.bst
multisensi/vignettes/multisensi.bib
multisensi/vignettes/multisensi-vignette.rnw
multisensi/MD5
multisensi/build
multisensi/build/vignette.rds
multisensi/DESCRIPTION
multisensi/man
multisensi/man/graph.bar.Rd
multisensi/man/biomasse.Rd
multisensi/man/sesBsplinesNORM.Rd
multisensi/man/biomasseY.Rd
multisensi/man/summary.gsi.Rd
multisensi/man/basis.bsplines.Rd
multisensi/man/plot.dynsi.Rd
multisensi/man/print.gsi.Rd
multisensi/man/planfact.Rd
multisensi/man/graph.pc.Rd
multisensi/man/analysis.anoasg.Rd
multisensi/man/basis.poly.Rd
multisensi/man/summary.dynsi.Rd
multisensi/man/sesBsplinesORTHONORM.Rd
multisensi/man/multisensi-package.Rd
multisensi/man/plot.gsi.Rd
multisensi/man/multivar.Rd
multisensi/man/planfact.as.Rd
multisensi/man/biomasseX.Rd
multisensi/man/analysis.sensitivity.Rd
multisensi/man/basis.osplines.Rd
multisensi/man/basis.ACP.Rd
multisensi/man/simulmodel.Rd
multisensi/man/dynsi.Rd
multisensi/man/predict.gsi.Rd
multisensi/man/grpe.gsi.Rd
multisensi/man/yapprox.Rd
multisensi/man/gsi.Rd
multisensi/man/bspline.Rd
multisensi/man/quality.Rd
multisensi/man/basis.mine.Rd
multisensi/man/multisensi.Rd
multisensi/man/climat.Rd
multisensi/man/print.dynsi.Rd