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multisensi (version 2.1-1)

Multivariate Sensitivity Analysis

Description

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

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Version

Install

install.packages('multisensi')

Monthly Downloads

222

Version

2.1-1

License

CeCILL-2

Maintainer

Hervc3<a9> Monod

Last Published

April 10th, 2018

Functions in multisensi (2.1-1)

graph.bar

Sensitivity index bar plot
multisensi-package

Multivariate sensitivity Analysis
plot.dynsi

Plot method for dynamic sensitivity results
sesBsplinesNORM

normalized B-splines basis functions
summary.gsi

summary of GSI results
summary.dynsi

dynsi summary
plot.gsi

Plot method for generalised sensitivity analysis
yapprox

Prediction based on PCA and anovas (NOT ONLY)
sesBsplinesORTHONORM

orthogonalized B-splines basis functions
simulmodel

Model simulation
planfact.as

Complete factorial design
planfact

Complete factorial design in lexical order
print.gsi

print GSI
predict.gsi

A function to predict multivariate output
print.dynsi

print DYNSI
quality

quality of any approximation
biomasse

The Winter Wheat Dynamic Model
basis.poly

A function to decompose multivariate data on a polynomial basis
biomasseX

A factorial input design for the main example
basis.ACP

A function to decompose multivariate data by principal components analysis (PCA)
biomasseY

Output of the biomasse model for the plan provided in the package
analysis.anoasg

Runs a series of analyses of variance
analysis.sensitivity

Runs a series of sensitivity analyses by a function from the sensitivity package
basis.mine

A function to decompose multivariate data on a user-defined basis
basis.osplines

A function to decompose multivariate data on an orthogonal B-spline basis (O-spline)
basis.bsplines

A function to decompose multivariate data on a B-spline basis
dynsi

Dynamic Sensitivity Indices: DSI
gsi

Generalised Sensitivity Indices: GSI
graph.pc

Principal Components graph for gsi objects
Climat

Climate data
bspline

function to evaluate B-spline basis functions
grpe.gsi

Group factor GSI, obsolete function
multisensi

A function with multiple options to perform multivariate sensitivity analysis
multivar

A function to decompose the output data set and reduce its dimension