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Gibbs samplingMarkov chain monte carloImportance samplingMonte carlo methodDynamic monte carlo methodQuasi-monte carlo methodKinetic monte carloQuantum jump methodNested sampling algorithmRecursive bayesian estimationCross-entropy methodMonte carlo integrationPseudo-random number samplingPath integral monte carloParticle filterMarkov chainDirect simulation monte carloMixture distributionBayesian hierarchical modelingRandom sample consensusCompound probability distributionGumbel distributionApproximate bayesian computationMonte carlo methods in financeHamiltonian simulationContinuous-time markov chainPolynomial chaosDiscrete-time markov chainGaussian processHierarchical dirichlet processParametric statisticsStatistical physicsParticle swarm optimizationBayesian linear regressionBinomial regressionMarkov random fieldProbability-generating functionKalman filterBernoulli samplingBayesian structural time seriesLogarithmic distributionProbability distribution fittingKernel density estimationPoisson binomial distributionKrigingQuantum markov chainKernel embedding of distributionsCholesky decompositionProbabilistic turing machineGillespie algorithmHierarchical clusteringNegative binomial distributionProbability distributionLatin hypercube samplingSpectral density estimationControl variatesAncestral graphStochastic universal samplingIterative methodDensity functional theoryMonte carlo algorithmBeta-binomial distributionRandom number generationK-means clusteringRandom effects modelFlow-based generative modelFree energy perturbationLikelihood functionHidden markov modelPoisson samplingDelta methodGeneralized additive modelMarkov kernelMaximum likelihood estimationProbability density functionPoisson distributionStochastic differential equationEstimation theorySampling probabilityExperimental uncertainty analysisMean-field theoryFounders of statisticsSampling distributionMultinomial probitCompound poisson distributionQuantum phase estimation algorithmMarginal distributionRejection samplingProbability integral transformHoeffding's inequalityMoving least squaresExponential distributionPermuted congruential generatorTransition rate matrixChain ruleProbabilistic classificationMultinomial testLinear discriminant analysisSample spaceNonlinear regression