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Optimal Importance Sampling Parameter Search for Lévy Processes via Stochastic Approximation - MaRDI portal

Optimal Importance Sampling Parameter Search for Lévy Processes via Stochastic Approximation (Q5305932)

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scientific article; zbMATH DE number 5686550
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Optimal Importance Sampling Parameter Search for Lévy Processes via Stochastic Approximation
scientific article; zbMATH DE number 5686550

    Statements

    Optimal Importance Sampling Parameter Search for Lévy Processes via Stochastic Approximation (English)
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    24 March 2010
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    stochastic approximation algorithms
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    constrained algorithm
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    unconstrained algorithm
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    almost sure convergence
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    Esscher transform
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    Monte Carlo simulation
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    variance reduction
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    infinitely divisible distribution
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    importance sampling method
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    Lévy process
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    optimal measure change
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    numerical examples
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