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mistral (version 2.2.2)
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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Install
install.packages('mistral')
Monthly Downloads
257
Version
2.2.2
License
GPL-2
Maintainer
Bertrand Iooss
Last Published
January 17th, 2024
Functions in mistral (2.2.2)
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MetaIS
Metamodel based Impotance Sampling
MetropolisHastings
The modified Metropolis-Hastings algorithm
AKMCS
Active learning reliability method combining Kriging and Monte Carlo Simulation
BMP
Bayesian Moving Particles
FORMv0
FORM method (old version)
LSVM
Linear Support Vector Machine under monotonicity constraints
FORM
First-order reliability method
ComputeDistributionParameter
Compute internal parameters and moments for univariate distribution functions
IRW
Increasing Randow Walk
MP
Moving Particles
SMART
Support-vector Margin Algoritm for Reliability esTimation
UtoX
Iso-probabilistic transformation from U space to X space
SubsetSimulation
Subset Simulation Monte Carlo
XtoU
From X to standard space
oscillator_d6
A limit-state-function defined with a non-linear oscillator in dimension 6.
plotLSVM
plot of LSVM
ModifCorrMatrix
Modification of a correlation matrix to use in UtoX
twodof
A limit-state-function defined with a two degrees of freedom damped oscillator
MonteCarlo
Crude Monte Carlo method
modelLSVM
Estimation of the parameters of the LSVM
S2MART
Subset by Support vector Margin Algorithm for Reliability esTimation
WilksFormula
Sample size by Wilks formula
MonotonicQuantileEstimation
Quantile estimation under monotonicity constraints
estimateSUR
EstimateSUR
generateK
Generate Standard Gaussian samples with a Gaussian transiiton kernel
ok
Class of Ordinary Kriging
precomputeUpdateData
precomputeUpdateData
quantileWilks
Computing quantiles with the Wilks formula
rackwitz
A limit-state-function defined by Rackwitz
cantilever
A function calculating the deviation of a cantilever beam.
waarts
A limit-state-function defined by Waarts
updateLSVM
Update LSVM classifier
kiureghian
A limit-state-function defined by Der Kiureghian
mistral-package
Methods In Structural Reliability Analysis
updateSd
UpdateSd
testConvexity
Test the convexity of set of data
updateSd.old
UpdateSd.old