Counterexamples in importance sampling for large deviations probabilities
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Publication:1371002
DOI10.1214/aoap/1034801251zbMath0892.60043OpenAlexW2061071876WikidataQ124986348 ScholiaQ124986348MaRDI QIDQ1371002
Publication date: 28 October 1997
Published in: The Annals of Applied Probability (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1214/aoap/1034801251
Monte Carlo methods (65C05) Sums of independent random variables; random walks (60G50) Large deviations (60F10)
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Cites Work
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- Conjugate processes and the simulation of ruin problems
- Importance sampling in the Monte Carlo study of sequential tests
- On Monte Carlo estimation of large deviations probabilities
- Monte Carlo simulation and large deviations theory for uniformly recurrent Markov chains
- On large deviations theory and asymptotically efficient Monte Carlo estimation
- A quick simulation method for excessive backlogs in networks of queues
- Conditioned limit theorems relating a random walk to its associate, with applications to risk reserve processes and the GI/G/1 queue
- Large deviations theory and efficient simulation of excessive backlogs in a GI/GI/m queue
- Optimally efficient estimation of the statistics of rare events in queueing networks
- Simulating level-crossing probabilities by importance sampling
- On the optimality and stability of exponential twisting in Monte Carlo estimation
- Importance Sampling for the Simulation of Highly Reliable Markovian Systems
- Regenerative rare events simulation via likelihood ratios
- Fast simulation of packet loss rates in a shared buffer communications switch
- Analysis of an importance sampling estimator for tandem queues
- Fast simulation of rare events in queueing and reliability models
- Bounded relative error in estimating transient measures of highly dependable non-Markovian systems
- A characterization of the simple failure-biasing method for simulations of highly reliable Markovian Systems
- Quick simulation of ATM buffers with on-off multiclass Markov fluid sources