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mistral (version 2.2.3)

Methods in Structural Reliability

Description

Various reliability analysis methods for rare event inference (computing failure probability and quantile from model/function outputs).

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Version

Install

install.packages('mistral')

Monthly Downloads

331

Version

2.2.3

License

GPL-2

Maintainer

Bertrand Iooss

Last Published

July 16th, 2025

Functions in mistral (2.2.3)

UtoX

Iso-probabilistic transformation from U space to X space
SMART

Support-vector Margin Algoritm for Reliability esTimation
MonteCarlo

Crude Monte Carlo method
MonotonicQuantileEstimation

Quantile estimation under monotonicity constraints
XtoU

From X to standard space
ModifCorrMatrix

Modification of a correlation matrix to use in UtoX
WilksFormula

Sample size by Wilks formula
S2MART

Subset by Support vector Margin Algorithm for Reliability esTimation
cantilever

A function calculating the deviation of a cantilever beam.
quantileWilks

Computing quantiles with the Wilks formula
SubsetSimulation

Subset Simulation Monte Carlo
estimateSUR

EstimateSUR
kiureghian

A limit-state-function defined by Der Kiureghian
precomputeUpdateData

precomputeUpdateData
testConvexity

Test the convexity of set of data
oscillator_d6

A limit-state-function defined with a non-linear oscillator in dimension 6.
mistral-package

Methods In Structural Reliability Analysis
generateK

Generate Standard Gaussian samples with a Gaussian transiiton kernel
modelLSVM

Estimation of the parameters of the LSVM
rackwitz

A limit-state-function defined by Rackwitz
updateSd.old

UpdateSd.old
updateSd

UpdateSd
plotLSVM

plot of LSVM
waarts

A limit-state-function defined by Waarts
twodof

A limit-state-function defined with a two degrees of freedom damped oscillator
updateLSVM

Update LSVM classifier
ok

Class of Ordinary Kriging
MP

Moving Particles
LSVM

Linear Support Vector Machine under monotonicity constraints
ComputeDistributionParameter

Compute internal parameters and moments for univariate distribution functions
FORM

First-order reliability method
IRW

Increasing Randow Walk
FORMv0

FORM method (old version)
MetropolisHastings

The modified Metropolis-Hastings algorithm
AKMCS

Active learning reliability method combining Kriging and Monte Carlo Simulation
MetaIS

Metamodel based Impotance Sampling
BMP

Bayesian Moving Particles