mistral: Methods in Structural Reliability Analysis
Version 2.1.0

Various reliability analysis methods for rare event inference: 1) computing failure probability (probability that the output of a numerical model exceeds a threshold), 2) computing quantiles of low or high-order, 3) Wilks formula to compute quantile(s) from a sample or the size of the required i.i.d. sample.

Browse man pages Browse package API and functions Browse package files

AuthorClement WALTER, Gilles DEFAUX, Bertrand IOOSS and Vincent MOUTOUSSAMY, with contributions from Nicolas BOUSQUET, Claire CANNAMELA and Paul LEMAITRE
Date of publication2016-04-03 17:13:58
MaintainerBertrand Iooss <biooss@yahoo.fr>
LicenseCeCILL
Version2.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mistral")

Man pages

AKMCS: Active learning reliability method combining Kriging and...
ComputeDistributionParameter: Compute internal parameters and moments for univariate...
FORM: FORM method
IRW: Increasing Randow Walk
kiureghian: A limit-state-function defined by Der Kiureghian
LSVM: Linear Support Vector Machine under monotonicity constraints
MetaIS: Metamodel based Impotance Sampling
Mistral-package: Methods In Structural Reliability Analysis
modelLSVM: Estimation of the parameters of the LSVM
ModifCorrMatrix: Modification of a correlation matrix to use in UtoX
MonotonicQuantileEstimation: Quantile estimation under monotonicity constraints
MonteCarlo: Crude Monte Carlo method
MP: Moving Particles
MRM: MRM method
plotLSVM: plot of LSVM
quantileWilks: Computing quantiles with the Wilks formula
rackwitz: A limit-state-function defined by Rackwitz
S2MART: Subset by Support vector Margin Algorithm for Reliability...
SMART: Support-vector Margin Algoritm for Reliability esTimation
SubsetSimulation: Subset Simulation Monte Carlo
testConvexity: Test the convexity of set of data
twodof: A limit-state-function defined with a two degrees of freedom...
updateLSVM: Update LSVM classifier
UtoX: Iso-probabilistic transformation from U space to X space
waarts: A limit-state-function defined by Waarts
WilksFormula: Sample size by Wilks formula

Functions

AKMCS Man page Source code
ComputeDistributionParameter Man page Source code
FORM Man page Source code
IRW Man page Source code
LPA Man page
LSVM Man page Source code
MCMCcovariance Source code
MP Man page Source code
MRM Man page Source code
MetaIS Man page Source code
MetropolisHastings Source code
ModifCorrMatrix Man page Source code
MonotonicQuantileEstimation Man page Source code
MonteCarlo Man page Source code
NestedSampling Man page
Normal Source code
S2MART Man page Source code
SMART Man page Source code
SVMLinearMonotone Source code
SubsetSimulation Man page Source code
TPA Man page
Uniform Source code
UtoX Man page Source code
WilksFormula Man page Source code
ZtoX Source code
clusterize Source code
generateWithAR Source code
generateWithlrmM Source code
getQuantile Source code
inMargin Source code
kiureghian Man page
limitFunction Source code
mistral Man page
mistral-package Man page
modelLSVM Man page Source code
plotLSVM Man page Source code
quantileWilks Man page Source code
rackwitz Man page
runifSphere Source code
ss Man page
subset Man page
testConvexity Man page Source code
trainModel Source code
twodof Man page
updateLSVM Man page Source code
waarts Man page

Files

inst
inst/COPYRIGHT
tests
tests/AKMCS.R
tests/SubsetSimulation.R
tests/MonteCarlo.R
tests/MetaIS.R
tests/MovingParticles.R
NAMESPACE
data
data/kiureghian.rda
data/twodof.rda
data/rackwitz.rda
data/waarts.rda
R
R/UtoX.R
R/AKMCS.R
R/getQuantile.R
R/SubsetSimulation.R
R/MonteCarlo.R
R/IRW.R
R/Uniform.R
R/LSVM.R
R/WilksFormula.R
R/limitFunction.R
R/inMargin.R
R/S2MART.R
R/MonotonicQuantileEstimation.R
R/clusterize.R
R/MP.R
R/testConvexity.R
R/MRM.R
R/MetaIS.R
R/generateWithAR.R
R/generateWithlrmM.R
R/MetropolisHastings.R
R/runifSphere.R
R/modelLSVM.R
R/SMART.R
R/SVMLinearMonotone.R
R/trainModel.R
R/FORM.R
R/quantileWilks.R
R/plotLSVM.R
R/Normal.R
R/updateLSVM.R
R/MCMCcovariance.R
MD5
DESCRIPTION
man
man/MonteCarlo.Rd
man/quantileWilks.Rd
man/Mistral-package.Rd
man/AKMCS.Rd
man/MonotonicQuantileEstimation.Rd
man/kiureghian.Rd
man/SubsetSimulation.Rd
man/SMART.Rd
man/ComputeDistributionParameter.Rd
man/IRW.Rd
man/LSVM.Rd
man/UtoX.Rd
man/twodof.Rd
man/ModifCorrMatrix.Rd
man/MRM.Rd
man/FORM.Rd
man/updateLSVM.Rd
man/plotLSVM.Rd
man/testConvexity.Rd
man/modelLSVM.Rd
man/MP.Rd
man/MetaIS.Rd
man/S2MART.Rd
man/waarts.Rd
man/rackwitz.Rd
man/WilksFormula.Rd
mistral documentation built on May 19, 2017, 10:55 a.m.