multisensi: Multivariate Sensitivity Analysis

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

AuthorCaroline Bidot <caroline.bidot@jouy.inra.fr>, Matieyendou Lamboni <clamboni@yahoo.fr>, Hervé Monod <herve.monod@jouy.inra.fr>
Date of publication2016-04-27 19:25:21
MaintainerCaroline Bidot <caroline.bidot@jouy.inra.fr>
LicenseCeCILL-2
Version2.0

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

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