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Volumn 17, Issue 2-3, 1997, Pages 163-189

Estimating extreme probabilities using tail simulated data

Author keywords

Bayesian networks; Generalized pareto distribution; Simulation; Stratified simulation; Tails

Indexed keywords

COMPUTER SIMULATION; ESTIMATION; MONTE CARLO METHODS; RANDOM PROCESSES; RISK ASSESSMENT; SENSITIVITY ANALYSIS;

EID: 0031211752     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(97)00011-X     Document Type: Article
Times cited : (8)

References (13)
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    • (1995) Lecture Notes in Artificial Intelligence , vol.946 , pp. 89-98
    • Castillo, E.1    Gutiérrez, J.M.2    Hadi, A.S.3
  • 5
    • 0030492812 scopus 로고    scopus 로고
    • A new method for efficient symbolic propagation in discrete Bayesian networks
    • Castillo, E., Gutiérrez, J. M., and Hadi, A. S., A new method for efficient symbolic propagation in discrete Bayesian networks, Networks 28, 31-43, 1996.
    • (1996) Networks , vol.28 , pp. 31-43
    • Castillo, E.1    Gutiérrez, J.M.2    Hadi, A.S.3
  • 7
    • 84987047932 scopus 로고
    • A randomized approximations algorithm for probabilistic inference on Bayesian belief networks
    • Chavez, R. M., and Cooper, G. F., A randomized approximations algorithm for probabilistic inference on Bayesian belief networks, Networks 20, 661-685, 1990.
    • (1990) Networks , vol.20 , pp. 661-685
    • Chavez, R.M.1    Cooper, G.F.2
  • 9
    • 0023347981 scopus 로고
    • Evidential reasoning using stochastic simulation of causal models
    • Pearl, J., Evidential reasoning using stochastic simulation of causal models, Artificial Intelligence 32, 245-257, 1987.
    • (1987) Artificial Intelligence , vol.32 , pp. 245-257
    • Pearl, J.1
  • 10
    • 0001075431 scopus 로고
    • Statistical inference using extreme order statistics
    • Pickands, J., Statistical inference using extreme order statistics, Ann. Statist. 3, 119-131, 1975.
    • (1975) Ann. Statist. , vol.3 , pp. 119-131
    • Pickands, J.1
  • 11
    • 0023347981 scopus 로고
    • Evidential reasoning using stochastic simulation of causal models
    • Pearl, J., Evidential reasoning using stochastic simulation of causal models, Artificial Intelligence 32, 245-257, 1987.
    • (1987) Artificial Intelligence , vol.32 , pp. 245-257
    • Pearl, J.1
  • 12
    • 0001203638 scopus 로고
    • Simulation approaches to general probabilistic inference on belief networks
    • L. N. Kanal, M. Henrion, R. D. Shachter, and J. F. Lemmer, Eds., North Holland, Amsterdam
    • Shachter, R. D., and Peot, M. A., Simulation approaches to general probabilistic inference on belief networks, in Uncertainty in Artificial Intelligence, 5 (L. N. Kanal, M. Henrion, R. D. Shachter, and J. F. Lemmer, Eds.), North Holland, Amsterdam, 1990.
    • (1990) Uncertainty in Artificial Intelligence , vol.5
    • Shachter, R.D.1    Peot, M.A.2
  • 13
    • 84936167519 scopus 로고
    • Estimation of parameters and large quantiles based on the k largest observations
    • Weissman, I., Estimation of parameters and large quantiles based on the k largest observations, J. Amer. Statist. Assoc. 73, 812-815, 1978.
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    • Weissman, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.