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Volumn 111, Issue 33, 2014, Pages 11973-11978

Testing for ontological errors in probabilistic forecasting models of natural systems

Author keywords

Bayesian statistics; Expert opinion; Significance testing; Subjective probability; System science

Indexed keywords

AMBIGUITY; ARTICLE; BAYES THEOREM; BINOMIAL DISTRIBUTION; DECISION MAKING; EARTHQUAKE; EXPLANATORY VARIABLE; FORECASTING; HAZARD ASSESSMENT; LANDSLIDE; NATURAL SCIENCE; NULL HYPOTHESIS; ONTOLOGICAL ERROR; ONTOLOGY; PREDICTION; PRIORITY JOURNAL; PROBABILISTIC SEISMIC HAZARD ANALYSIS; PROBABILITY; STATISTICAL MODEL; STATISTICAL SIGNIFICANCE; SYSTEMATIC ERROR; TSUNAMI; UNCERTAINTY;

EID: 84906309154     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1410183111     Document Type: Article
Times cited : (77)

References (85)
  • 2
    • 0028763687 scopus 로고
    • Verification, validation, and confirmation of numerical models in the Earth sciences
    • Oreskes N, Shrader-Frechette K, Belitz K (1994) Verification, validation, and confirmation of numerical models in the Earth sciences. Science 263(5147):641-646.
    • (1994) Science , vol.263 , Issue.5147 , pp. 641-646
    • Oreskes, N.1    Shrader-Frechette, K.2    Belitz, K.3
  • 5
    • 0003596815 scopus 로고    scopus 로고
    • Senior Seismic Hazard Analysis Committee (U.S. Nuclear Regulatory Commission, U.S. Dept. of Energy, Electric Power Research Institute), NUREG/CR-6372, UCRL-ID-122160
    • Senior Seismic Hazard Analysis Committee (1997) Recommendations for Probabilistic Seismic Hazard Analysis: Guidance on Uncertainty and Use of Experts (U.S. Nuclear Regulatory Commission, U.S. Dept. of Energy, Electric Power Research Institute), NUREG/CR-6372, UCRL-ID-122160.
    • (1997) Recommendations for Probabilistic Seismic Hazard Analysis: Guidance on Uncertainty and Use of Experts
  • 6
    • 84906313941 scopus 로고    scopus 로고
    • Observables and models: Exchangeability and the inductive argument
    • eds Damien P, Dellaportas P, Olson NG, Stephens DA (Oxford Univ Press, Oxford, UK)
    • Goldstein M (2013) Observables and models: Exchangeability and the inductive argument. Bayesian Theory and Its Applications, eds Damien P, Dellaportas P, Olson NG, Stephens DA (Oxford Univ Press, Oxford, UK), pp 3-18.
    • (2013) Bayesian Theory and Its Applications , pp. 3-18
    • Goldstein, M.1
  • 7
    • 0023486961 scopus 로고
    • A general framework for forecast verification
    • Murphy AH, Winkler RL (1987) A general framework for forecast verification. Mon Weather Rev 115:1330-1338.
    • (1987) Mon Weather Rev , vol.115 , pp. 1330-1338
    • Murphy, A.H.1    Winkler, R.L.2
  • 10
    • 84872536689 scopus 로고    scopus 로고
    • Philosophy and the practice of Bayesian statistics
    • Gelman A, Shalizi CR (2013) Philosophy and the practice of Bayesian statistics. Br J Math Stat Psychol 66(1):8-38.
    • (2013) Br J Math Stat Psychol , vol.66 , Issue.1 , pp. 8-38
    • Gelman, A.1    Shalizi, C.R.2
  • 12
    • 84866359025 scopus 로고    scopus 로고
    • On the nature of logic trees in probabilistic seismic hazard assessment
    • Musson R (2012) On the nature of logic trees in probabilistic seismic hazard assessment. Earthquake Spectra 28(3):1291-1296.
    • (2012) Earthquake Spectra , vol.28 , Issue.3 , pp. 1291-1296
    • Musson, R.1
  • 13
    • 2542467579 scopus 로고    scopus 로고
    • Uncertainty: Individuals, institutions and technology
    • Dequech D (2004) Uncertainty: Individuals, institutions and technology. Camb J Econ 28(3):365-378.
    • (2004) Camb J Econ , vol.28 , Issue.3 , pp. 365-378
    • Dequech, D.1
  • 14
    • 0000243106 scopus 로고    scopus 로고
    • The philosophy of statistics
    • Lindley DV (2000) The philosophy of statistics. Statistician 49(3):293-337.
    • (2000) Statistician , vol.49 , Issue.3 , pp. 293-337
    • Lindley, D.V.1
  • 15
    • 33745505741 scopus 로고    scopus 로고
    • Severe testing as a basic concept in a Neyman-Pearson philosophy of induction
    • DOI 10.1093/bjps/axl003
    • Mayo DG, Spanos A (2006) Severe testing as a basic concept in a Neyman-Pearson philosophy of induction. Br J Philos Sci 57:323-357. (Pubitemid 43959230)
    • (2006) British Journal for the Philosophy of Science , vol.57 , Issue.2 , pp. 323-357
    • Mayo, D.G.1    Spanos, A.2
  • 16
    • 85032121470 scopus 로고    scopus 로고
    • P-values for composite null models
    • Bayarri MJ, Berger J (2000) P-values for composite null models. J Am Stat Assoc 95(452):1127-1142.
    • (2000) J Am Stat Assoc , vol.95 , Issue.452 , pp. 1127-1142
    • Bayarri, M.J.1    Berger, J.2
  • 17
    • 0001135785 scopus 로고
    • Sampling and Bayes inference in scientific modelling and robustness
    • Box GEP (1980) Sampling and Bayes inference in scientific modelling and robustness. Roy Statist Soc Ser A 143(4):383-430.
    • (1980) Roy Statist Soc Ser A , vol.143 , Issue.4 , pp. 383-430
    • Box, G.E.P.1
  • 18
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies
    • Gelman A, Ming XL, Stern HS (1996) Posterior predictive assessment of model fitness via realized discrepancies (with discussion). Stat Sin 6:733-807. (Pubitemid 126706389)
    • (1996) Statistica Sinica , vol.6 , Issue.4 , pp. 733-807
    • Gelman, A.1    Meng, X.-L.2    Stern, H.3
  • 19
    • 0035630521 scopus 로고    scopus 로고
    • Calibration of p values for testing precise null hypotheses
    • Sellke T, Bayarri MJ, Berger JO (2001) Calibration of p values for testing precise null hypotheses. Am Stat 55(1):62-71.
    • (2001) Am Stat , vol.55 , Issue.1 , pp. 62-71
    • Sellke, T.1    Bayarri, M.J.2    Berger, J.O.3
  • 21
    • 84872515487 scopus 로고    scopus 로고
    • Statistical science and philosophy of science: Where do/should they meet in 2011 (and beyond)? Rationality
    • Mayo D (2011) Statistical science and philosophy of science: Where do/should they meet in 2011 (and beyond)? Rationality. Mark Morals 2:79-102.
    • (2011) Mark Morals , vol.2 , pp. 79-102
    • Mayo, D.1
  • 22
    • 84872540826 scopus 로고    scopus 로고
    • The humble Bayesian: Model checking from a fully Bayesian perspective
    • Morey RD, Romeijn J-W, Rouder JN (2013) The humble Bayesian: Model checking from a fully Bayesian perspective. Br J Math Stat Psychol 66(1):68-75.
    • (2013) Br J Math Stat Psychol , vol.66 , Issue.1 , pp. 68-75
    • Morey, R.D.1    Romeijn, J.-W.2    Rouder, J.N.3
  • 23
    • 0003998828 scopus 로고    scopus 로고
    • A polemic on probability
    • Jaffe AH (2003) A polemic on probability. Science 301(5638):1329-1330.
    • (2003) Science , vol.301 , Issue.5638 , pp. 1329-1330
    • Jaffe, A.H.1
  • 25
    • 0000153123 scopus 로고
    • Engineering seismic risk analysis
    • Cornell CA (1968) Engineering seismic risk analysis. Bull Seismol Soc Am 58(5):1583-1606.
    • (1968) Bull Seismol Soc Am , vol.58 , Issue.5 , pp. 1583-1606
    • Cornell, C.A.1
  • 26
  • 27
    • 0029479524 scopus 로고
    • Seismic hazards in southern California: Probable earthquakes, 1994-2024
    • Working Group on California Earthquake Probabilities
    • Working Group on California Earthquake Probabilities (1995) Seismic hazards in southern California: Probable earthquakes, 1994-2024. Bull Seismol Soc Am 85(2):379-439.
    • (1995) Bull Seismol Soc Am , vol.85 , Issue.2 , pp. 379-439
  • 28
    • 77955864388 scopus 로고    scopus 로고
    • Headquarters for Earthquake Research Promotion Report issued on 23 March 2005, available in English translation at
    • Headquarters for Earthquake Research Promotion (2005) National Seismic Hazard Maps for Japan (Report issued on 23 March 2005, available in English translation at http://www.jishin.go.jp/main/index-e.html).
    • (2005) National Seismic Hazard Maps for Japan
  • 31
    • 58849154407 scopus 로고    scopus 로고
    • Documentation for the 2008 Update of the United States National Seismic Hazard Maps
    • Petersen MD, et al. (2008) Documentation for the 2008 Update of the United States National Seismic Hazard Maps. (US Geological Survey Open-file Report 2008-1128).
    • (2008) US Geological Survey Open-file Report 2008-1128
    • Petersen, M.D.1
  • 33
    • 39449109321 scopus 로고    scopus 로고
    • Uncertainty propagation in probabilistic seismic loss estimation
    • DOI 10.1016/j.strusafe.2006.11.003, PII S0167473006000725
    • Baker JW, Cornell CA (2008) Uncertainty propagation in probabilistic seismic loss estimation. Struct Saf 30:236-252. (Pubitemid 351267472)
    • (2008) Structural Safety , vol.30 , Issue.3 , pp. 236-252
    • Baker, J.W.1    Cornell, C.A.2
  • 34
    • 80052475108 scopus 로고    scopus 로고
    • Bad assumptions or bad luck: Why earthquake hazard maps need objective testing
    • Stein S, Geller R, Liu M (2011) Bad assumptions or bad luck: Why earthquake hazard maps need objective testing. Seismol Res Lett 82(5):623-626.
    • (2011) Seismol Res Lett , vol.82 , Issue.5 , pp. 623-626
    • Stein, S.1    Geller, R.2    Liu, M.3
  • 35
    • 84864863055 scopus 로고    scopus 로고
    • Why earthquake hazard maps often fail and what to do about it
    • Stein S, Geller R, Liu M (2012) Why earthquake hazard maps often fail and what to do about it. Tectonophysics 562-563:1-25.
    • (2012) Tectonophysics , vol.562-563 , pp. 1-25
    • Stein, S.1    Geller, R.2    Liu, M.3
  • 36
    • 84859490146 scopus 로고    scopus 로고
    • Earthquake hazard maps and objective testing: The hazard mapper's point of view
    • Stirling M (2012) Earthquake hazard maps and objective testing: The hazard mapper's point of view. Seismol Res Lett 83(2):231-232.
    • (2012) Seismol Res Lett , vol.83 , Issue.2 , pp. 231-232
    • Stirling, M.1
  • 37
    • 84866343622 scopus 로고    scopus 로고
    • Have recent earthquakes exposed flaws in or misunderstandings of probabilistic seismic hazard analysis?
    • Hanks TC, Beroza GC, Toda S (2012) Have recent earthquakes exposed flaws in or misunderstandings of probabilistic seismic hazard analysis? Seismol Res Lett 83(5):759-764.
    • (2012) Seismol Res Lett , vol.83 , Issue.5 , pp. 759-764
    • Hanks, T.C.1    Beroza, G.C.2    Toda, S.3
  • 38
    • 84861682897 scopus 로고    scopus 로고
    • Errors in expected human losses due to incorrect seismic hazard estimates
    • Wyss MA, Nekrasova A, Kossobokov V (2012) Errors in expected human losses due to incorrect seismic hazard estimates. Nat Hazards 62(3):927-935.
    • (2012) Nat Hazards , vol.62 , Issue.3 , pp. 927-935
    • Wyss, M.A.1    Nekrasova, A.2    Kossobokov, V.3
  • 39
    • 84875810748 scopus 로고    scopus 로고
    • Comment on "Why earthquake hazard maps often fail and what to do about it" by S. Stein, R. Geller, and M. Liu
    • Frankel A (2013) Comment on "Why earthquake hazard maps often fail and what to do about it" by S. Stein, R. Geller, and M. Liu. Tectonophys 592:200-206.
    • (2013) Tectonophys , vol.592 , pp. 200-206
    • Frankel, A.1
  • 40
    • 0026302216 scopus 로고
    • Criticism of some forecasts of the National Earthquake Prediction Evaluation Council
    • Savage JC (1991) Criticism of some forecasts of the National Earthquake Prediction Evaluation Council. Bull Seismol Soc Am 81(3):862-881.
    • (1991) Bull Seismol Soc Am , vol.81 , Issue.3 , pp. 862-881
    • Savage, J.C.1
  • 41
    • 69549090267 scopus 로고    scopus 로고
    • Uniform California Earthquake Rupture Forecast, Version 2 (UCERF 2)
    • Field EH, et al. (2009) Uniform California Earthquake Rupture Forecast, Version 2 (UCERF 2). Bull Seismol Soc Am 99(4):2053-2107.
    • (2009) Bull Seismol Soc Am , vol.99 , Issue.4 , pp. 2053-2107
    • Field, E.H.1
  • 42
    • 79955540727 scopus 로고    scopus 로고
    • Shake-up time for Japanese seismology
    • Geller RJ (2011) Shake-up time for Japanese seismology. Nature 472(7344):407-409.
    • (2011) Nature , vol.472 , Issue.7344 , pp. 407-409
    • Geller, R.J.1
  • 43
    • 0029510785 scopus 로고
    • Problems with logic trees in earthquake hazard evaluation
    • Krinitzsky EL (1995) Problems with logic trees in earthquake hazard evaluation. Eng Geol 39:1-3.
    • (1995) Eng Geol , vol.39 , pp. 1-3
    • Krinitzsky, E.L.1
  • 44
    • 0036837517 scopus 로고    scopus 로고
    • PSHA: Is it science?
    • Castaños H, Lomnitz C (2002) PSHA: Is it science? Eng Geol 66(3-4):315-317.
    • (2002) Eng Geol , vol.66 , Issue.3-4 , pp. 315-317
    • Castaños, H.1    Lomnitz, C.2
  • 45
    • 75349111456 scopus 로고    scopus 로고
    • Probabilistic seismic hazard analysis for nuclear power plants - Current practice from a European perspective
    • Klügel J-U (2009) Probabilistic seismic hazard analysis for nuclear power plants - Current practice from a European perspective. Nucl Eng Technol 41(10):1243-1254.
    • (2009) Nucl Eng Technol , vol.41 , Issue.10 , pp. 1243-1254
    • Klügel, J.-U.1
  • 46
    • 84866990641 scopus 로고    scopus 로고
    • Confronting deep uncertainties in risk analysis
    • Cox LA, Jr (2012) Confronting deep uncertainties in risk analysis. Risk Anal 32(10):1607-1629.
    • (2012) Risk Anal , vol.32 , Issue.10 , pp. 1607-1629
    • Cox Jr., L.A.1
  • 47
    • 84870749824 scopus 로고    scopus 로고
    • Bayesian forecast evaluation and ensemble earthquake forecasting
    • Marzocchi W, Zechar JD, Jordan TH (2012) Bayesian forecast evaluation and ensemble earthquake forecasting. Bull Seismol Soc Am 102(6):2574-2584.
    • (2012) Bull Seismol Soc Am , vol.102 , Issue.6 , pp. 2574-2584
    • Marzocchi, W.1    Zechar, J.D.2    Jordan, T.H.3
  • 48
    • 0001221949 scopus 로고
    • Assessment of confidence intervals for results of seismic hazard analysis
    • International Association for Earthquake Engineering, San Francisco
    • Kulkarni RB, Youngs RR, Coppersmith KJ (1984) Assessment of confidence intervals for results of seismic hazard analysis. Proceedings of the Eighth World Conference on Earthquake Engineering, vol 1, 263-270, International Association for Earthquake Engineering, San Francisco.
    • (1984) Proceedings of the Eighth World Conference on Earthquake Engineering , vol.1 , pp. 263-270
    • Kulkarni, R.B.1    Youngs, R.R.2    Coppersmith, K.J.3
  • 49
    • 84884918843 scopus 로고    scopus 로고
    • An interactive tool for the elicitation of subjective probabilities in probabilistic seismic-hazard analysis
    • Runge AK, Scherbaum F, Curtis A, Riggelsen C (2013) An interactive tool for the elicitation of subjective probabilities in probabilistic seismic-hazard analysis. Bull Seismol Soc Am 103(5):2862-2874.
    • (2013) Bull Seismol Soc Am , vol.103 , Issue.5 , pp. 2862-2874
    • Runge, A.K.1    Scherbaum, F.2    Curtis, A.3    Riggelsen, C.4
  • 50
    • 58049108301 scopus 로고    scopus 로고
    • The use and misuse of logic trees in probabilistic seismic hazard analysis
    • Bommer JJ, Scherbaum F (2008) The use and misuse of logic trees in probabilistic seismic hazard analysis. Earthquake Spectra 24(4):997-1009.
    • (2008) Earthquake Spectra , vol.24 , Issue.4 , pp. 997-1009
    • Bommer, J.J.1    Scherbaum, F.2
  • 52
    • 84856031332 scopus 로고    scopus 로고
    • Logic tree branch weights and probabilities: Summing up to one is not enough
    • Scherbaum F, Kuhen NM (2011) Logic tree branch weights and probabilities: Summing up to one is not enough. Earthquake Spectra 27(4):1237-1251.
    • (2011) Earthquake Spectra , vol.27 , Issue.4 , pp. 1237-1251
    • Scherbaum, F.1    Kuhen, N.M.2
  • 53
    • 1142305132 scopus 로고    scopus 로고
    • Earthquake Probabilities in the San Francisco Bay Region: 2002-2031
    • Working Group on California Earthquake Probabilities
    • Working Group on California Earthquake Probabilities (2003) Earthquake Probabilities in the San Francisco Bay Region: 2002-2031 (USGS Open-File Report 2003-214).
    • (2003) USGS Open-File Report 2003-214
  • 55
    • 24144498059 scopus 로고    scopus 로고
    • Against fractiles
    • Musson RMW (2005) Against fractiles. Earthquake Spectra 21(3):887-891.
    • (2005) Earthquake Spectra , vol.21 , Issue.3 , pp. 887-891
    • Musson, R.M.W.1
  • 56
    • 0002368997 scopus 로고
    • The role of exchangeability in inference
    • Lindley DV, Novick MR (1981) The role of exchangeability in inference. Ann Stat 9(1):45-58.
    • (1981) Ann Stat , vol.9 , Issue.1 , pp. 45-58
    • Lindley, D.V.1    Novick, M.R.2
  • 58
    • 12444346459 scopus 로고    scopus 로고
    • The concept of exchangeability and its applications
    • Bernardo JM (1996) The concept of exchangeability and its applications. Far East J Math Sci 4:111-122.
    • (1996) Far East J Math Sci , vol.4 , pp. 111-122
    • Bernardo, J.M.1
  • 59
    • 0343338299 scopus 로고
    • Effects of temporal variations in seismicity on seismic hazard
    • McGuire RK, Barnhard TP (1981) Effects of temporal variations in seismicity on seismic hazard. Bull Seismol Soc Am 71(1):321-334.
    • (1981) Bull Seismol Soc Am , vol.71 , Issue.1 , pp. 321-334
    • McGuire, R.K.1    Barnhard, T.P.2
  • 60
    • 33846109091 scopus 로고    scopus 로고
    • Comparison of the historical record of earthquake hazard with seismic-hazard models for New Zealand and the continental United States
    • DOI 10.1785/0120050176
    • Stirling M, Petersen M (2006) Comparison of the historical record of earthquake hazard with seismic hazard models for New Zealand and the continental United States. Bull Seismol Soc Am 96(6):1978-1994. (Pubitemid 46070691)
    • (2006) Bulletin of the Seismological Society of America , vol.96 , Issue.6 , pp. 1978-1994
    • Stirling, M.1    Petersen, M.2
  • 61
    • 57049149823 scopus 로고    scopus 로고
    • Testing probabilistic seismic hazard estimates by comparison with observations: An example in Italy
    • Albarello D, D'Amico V (2008) Testing probabilistic seismic hazard estimates by comparison with observations: An example in Italy. Geophys J Int 175:1088-1094.
    • (2008) Geophys J Int , vol.175 , pp. 1088-1094
    • Albarello, D.1    D'Amico, V.2
  • 62
    • 77955328677 scopus 로고    scopus 로고
    • Ground motion-based testing of seismic hazard models in New Zealand
    • Stirling M, Gerstenberger M (2010) Ground motion-based testing of seismic hazard models in New Zealand. Bull Seismol Soc Am 100(4):1407-1414.
    • (2010) Bull Seismol Soc Am , vol.100 , Issue.4 , pp. 1407-1414
    • Stirling, M.1    Gerstenberger, M.2
  • 63
    • 24144434994 scopus 로고    scopus 로고
    • The case for using mean seismic hazard
    • DOI 10.1193/1.1985447
    • McGuire RK, Cornell CA, Toro GR (2005) The case for using mean seismic hazard. Earthquake Spectra 21(3):879-886. (Pubitemid 41226651)
    • (2005) Earthquake Spectra , vol.21 , Issue.3 , pp. 879-886
    • McGuire, R.K.1    Cornell, C.A.2    Toro, G.R.3
  • 64
    • 61349097167 scopus 로고    scopus 로고
    • When is uncertainty about uncertainty worth characterizing?
    • Cox LA, Brown GC, Pollock SM (2008) When is uncertainty about uncertainty worth characterizing? Interfaces 38(6):465-468.
    • (2008) Interfaces , vol.38 , Issue.6 , pp. 465-468
    • Cox, L.A.1    Brown, G.C.2    Pollock, S.M.3
  • 67
    • 0000025871 scopus 로고
    • Science and statistics
    • Box GEP (1976) Science and statistics. J Am Stat Assoc 71(356):791-799.
    • (1976) J Am Stat Assoc , vol.71 , Issue.356 , pp. 791-799
    • Box, G.E.P.1
  • 69
    • 0001026679 scopus 로고
    • Probabilism
    • de Finetti B (1989) Probabilism. Erkenntnis 31:169-223.
    • (1989) Erkenntnis , vol.31 , pp. 169-223
    • De Finetti, B.1
  • 71
    • 0141733943 scopus 로고
    • Vox populi
    • Galton F (1907) Vox populi. Nature 75(1949):450-451.
    • (1907) Nature , vol.75 , Issue.1949 , pp. 450-451
    • Galton, F.1
  • 73
    • 84880455974 scopus 로고    scopus 로고
    • U.S. Environmental Protection Agency Science and Technology Policy Council, U.S. Environmental Protection Agency, Washington, DC
    • U.S. Environmental Protection Agency (2011) Expert Elicitation Task Force White Paper (Science and Technology Policy Council, U.S. Environmental Protection Agency, Washington, DC).
    • (2011) Expert Elicitation Task Force White Paper
  • 74
    • 77349125398 scopus 로고    scopus 로고
    • Exchangeability, correlation, and Bayes' effect
    • O'Neill B (2009) Exchangeability, correlation, and Bayes' effect. Int Stat Rev 77(2):241-250.
    • (2009) Int Stat Rev , vol.77 , Issue.2 , pp. 241-250
    • O'Neill, B.1
  • 75
    • 84864022001 scopus 로고    scopus 로고
    • Induction and deduction in Bayesian data analysis
    • Gelman A (2011) Induction and deduction in Bayesian data analysis. Rationality. Mark Morals 2:67-78.
    • (2011) Rationality. Mark Morals , vol.2 , pp. 67-78
    • Gelman, A.1
  • 76
    • 0000439370 scopus 로고
    • Bayesian justifiable and relevant frequency calculations for the applied statistician
    • Rubin DB (1984) Bayesian justifiable and relevant frequency calculations for the applied statistician. Ann Stat 12(4):1151-1172.
    • (1984) Ann Stat , vol.12 , Issue.4 , pp. 1151-1172
    • Rubin, D.B.1
  • 77
    • 49449083133 scopus 로고    scopus 로고
    • Bayesian checking of the second levels of hierarchical models
    • Bayarri MJ, Castellanos ME (2007) Bayesian checking of the second levels of hierarchical models. Stat Sci 22(3):322-343.
    • (2007) Stat Sci , vol.22 , Issue.3 , pp. 322-343
    • Bayarri, M.J.1    Castellanos, M.E.2
  • 78
    • 49449097260 scopus 로고    scopus 로고
    • Comment: Bayesian checking of the second levels of hierarchical models
    • Gelman A (2007) Comment: Bayesian checking of the second levels of hierarchical models. Stat Sci 22(3):349-352.
    • (2007) Stat Sci , vol.22 , Issue.3 , pp. 349-352
    • Gelman, A.1
  • 79
    • 80052984193 scopus 로고    scopus 로고
    • Operational earthquake forecasting: State of knowledge and guidelines for implementation
    • Jordan TH, et al. (2011) Operational earthquake forecasting: State of knowledge and guidelines for implementation. Ann Geophys 54(4):315-391.
    • (2011) Ann Geophys , vol.54 , Issue.4 , pp. 315-391
    • Jordan, T.H.1
  • 81
    • 84906326241 scopus 로고    scopus 로고
    • The establishment of an operational earthquake forecasting system in Italy
    • in press
    • Marzocchi W, Lombardi AM, Casarotti E (2014) The establishment of an operational earthquake forecasting system in Italy. Seismol Res Lett, in press.
    • (2014) Seismol Res Lett
    • Marzocchi, W.1    Lombardi, A.M.2    Casarotti, E.3
  • 82
    • 77955500927 scopus 로고    scopus 로고
    • The Collaboratory for the Study of Earthquake Predictability perspectives on computational earthquake science
    • Zechar JD, et al. (2010) The Collaboratory for the Study of Earthquake Predictability perspectives on computational earthquake science. Concurr Comput 22:1836-1847.
    • (2010) Concurr Comput , vol.22 , pp. 1836-1847
    • Zechar, J.D.1
  • 83
    • 0030504185 scopus 로고    scopus 로고
    • Reality and economic theory
    • Davidson P (1996) Reality and economic theory. J Post Keynes Econ 18(4):479-508.
    • (1996) J Post Keynes Econ , vol.18 , Issue.4 , pp. 479-508
    • Davidson, P.1
  • 85
    • 84906326242 scopus 로고    scopus 로고
    • Hypothesis testing and model uncertainty
    • ed Damien P, Dellaportas P, Olson NG, and Stephens DA (Oxford Univ Press, Oxford, UK)
    • Bayarri MJ Berger JO (2013) Hypothesis testing and model uncertainty. Bayesian Theory and Its Applications, ed Damien P, Dellaportas P, Olson NG, and Stephens DA (Oxford Univ Press, Oxford, UK), pp. 361-194.
    • (2013) Bayesian Theory and Its Applications , pp. 361-1194
    • Bayarri, M.J.1    Berger, J.O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.