메뉴 건너뛰기




Volumn 36, Issue 3, 2004, Pages 379-397

Estimation of geological attributes from a well log: An application of hidden Markov chains

Author keywords

Forward backward recursion; Gibbs sampling; Marginal likelihood estimation; Petrophysical logs; Psuedo logs; Sequence stratigraphy

Indexed keywords

GEOLOGY; MARKOV CHAIN; MATHEMATICAL ANALYSIS; SEISMIC DATA; WELL LOGGING;

EID: 3042809507     PISSN: 08828121     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:MATG.0000028443.75501.d9     Document Type: Article
Times cited : (58)

References (26)
  • 2
    • 0000353178 scopus 로고
    • A maximization technique occuring in the statistical analysis of probabilistic functions of Markov chains
    • Baum, L. E., Petrie, T., Soules, G., and Weiss, N., 1970, A maximization technique occuring in the statistical analysis of probabilistic functions of Markov chains: Ann. Math. Stat., v. 41, no. 1, p. 164-171.
    • (1970) Ann. Math. Stat. , vol.41 , Issue.1 , pp. 164-171
    • Baum, L.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4
  • 4
    • 21844526549 scopus 로고
    • Estimation of stationary Markov chains
    • Billard, L., and Meshkani, M. R., 1995, Estimation of stationary Markov chains: J. Am. Stat. Assoc., v. 90, no. 429, p. 505-517.
    • (1995) J. Am. Stat. Assoc. , vol.90 , Issue.429 , pp. 505-517
    • Billard, L.1    Meshkani, M.R.2
  • 6
    • 0032978402 scopus 로고    scopus 로고
    • Statistical analysis of facies clustering in submarine-fan turbidite successions
    • Chen, C., and Hiscott, R. N., 1999, Statistical analysis of facies clustering in submarine-fan turbidite successions: J. Sed. Res., v. 69, no. 2, p. 505-517.
    • (1999) J. Sed. Res. , vol.69 , Issue.2 , pp. 505-517
    • Chen, C.1    Hiscott, R.N.2
  • 7
    • 0041974049 scopus 로고
    • Marginal likelihood from the Gibbs output
    • Chib, S., 1995, Marginal likelihood from the Gibbs output: J. Am. Stat. Assoc., v. 90, no. 432, p. 1313-1321.
    • (1995) J. Am. Stat. Assoc. , vol.90 , Issue.432 , pp. 1313-1321
    • Chib, S.1
  • 8
    • 0442327807 scopus 로고    scopus 로고
    • Statistical analysis of ion channel data using hidden Markov models with correlated state-dependent noise and filtering
    • de Gunst, M. C. M., Kunsch, H. R., and Schouten, J. G., 2001, Statistical analysis of ion channel data using hidden Markov models with correlated state-dependent noise and filtering: J. Am. Stat. Assoc., v. 96, no. 455, p. 805-815.
    • (2001) J. Am. Stat. Assoc. , vol.96 , Issue.455 , pp. 805-815
    • de Gunst, M.C.M.1    Kunsch, H.R.2    Schouten, J.G.3
  • 9
    • 0022205224 scopus 로고
    • On Baum's forward and backward equations
    • Devijver, V., 1985, On Baum's forward and backward equations: Pattern Recognition Letters, v. 3, no. 6, p. 369-373.
    • (1985) Pattern Recognition Letters , vol.3 , Issue.6 , pp. 369-373
    • Devijver, V.1
  • 10
    • 0035267229 scopus 로고    scopus 로고
    • Fast evaluation of the likelihood of an HMM: Ion channel currents with filtering and colored noise
    • Fredkin, D. R., and Rice, J. A., 2001, Fast evaluation of the likelihood of an HMM: Ion channel currents with filtering and colored noise: IEEE Trans. Sign. Proc., v. 49, no. 3, p. 625-633.
    • (2001) IEEE Trans. Sign. Proc. , vol.49 , Issue.3 , pp. 625-633
    • Fredkin, D.R.1    Rice, J.A.2
  • 11
    • 0019227255 scopus 로고
    • Modeling seismic impedance with Markov chains
    • Godfrey, R., Muir, F., and Rocca, F., 1980, Modeling seismic impedance with Markov chains: Geophysics, v. 45, no. 9, p. 1351-1372.
    • (1980) Geophysics , vol.45 , Issue.9 , pp. 1351-1372
    • Godfrey, R.1    Muir, F.2    Rocca, F.3
  • 13
    • 0003078996 scopus 로고
    • Markov chains and embedded Markov chains in geology
    • Krumbein, Y. C., and Dacey, M. F., 1969, Markov chains and embedded Markov chains in geology: Math. Geol., v. 1, no. 1, p. 79-96.
    • (1969) Math. Geol. , vol.1 , Issue.1 , pp. 79-96
    • Krumbein, Y.C.1    Dacey, M.F.2
  • 14
    • 0742305766 scopus 로고    scopus 로고
    • Smoothing and change point detection for gamma ray count data
    • Leonte, D., Nott, D. J., and Dunsmuir, W. T. M., 2003, Smoothing and change point detection for gamma ray count data: Math. Geol., v. 35, no. 2, p. 175-194.
    • (2003) Math. Geol. , vol.35 , Issue.2 , pp. 175-194
    • Leonte, D.1    Nott, D.J.2    Dunsmuir, W.T.M.3
  • 15
    • 0026652789 scopus 로고
    • Maximum-penalized-likelihood estimation for independent and Markov-dependent mixture models
    • Leroux, B. G., and Puterman, M. L., 1992, Maximum-penalized-likelihood estimation for independent and Markov-dependent mixture models: Biometrics, v. 48, no. 2, p. 545-558.
    • (1992) Biometrics , vol.48 , Issue.2 , pp. 545-558
    • Leroux, B.G.1    Puterman, M.L.2
  • 16
    • 3042792410 scopus 로고
    • Hierarchical Dirichlet modeling in language recognition
    • MacKay, N. C. C., and Peto, L., 1995, Hierarchical Dirichlet modeling in language recognition: Nat. Lang. Model., v. 1, no. 1, p. 450-455.
    • (1995) Nat. Lang. Model. , vol.1 , Issue.1 , pp. 450-455
    • MacKay, N.C.C.1    Peto, L.2
  • 17
    • 0031421609 scopus 로고    scopus 로고
    • On the power law size distribution of turbidite beds
    • Malinverno, A., 1997, On the power law size distribution of turbidite beds: Basin Res., v. 9, no. 4, p. 263-274.
    • (1997) Basin Res. , vol.9 , Issue.4 , pp. 263-274
    • Malinverno, A.1
  • 18
    • 3042708238 scopus 로고
    • Empirical Bayes estimation in 2 × 2 tables
    • Maritz, A., 1989, Empirical Bayes estimation in 2 × 2 tables: Commun. Stat., v. 118, no. 9, p. 3215-3233.
    • (1989) Commun. Stat. , vol.118 , Issue.9 , pp. 3215-3233
    • Maritz, A.1
  • 20
    • 0032221039 scopus 로고    scopus 로고
    • Computational Bayesian analysis of hidden Markov models
    • Ryden, T., and Titterington, D. M., 1998, Computational Bayesian analysis of hidden Markov models: J. Comput. Graph. Stat., v. 7, no. 2, p. 194-211.
    • (1998) J. Comput. Graph. Stat. , vol.7 , Issue.2 , pp. 194-211
    • Ryden, T.1    Titterington, D.M.2
  • 21
    • 0342590424 scopus 로고    scopus 로고
    • A simple chi-square test for determining the absence of Markov cyclicity in sedimentary succesions even when quasi symmetry is present
    • Lippard, S., Næss, A., and Sinding-Larsen, R., eds
    • Sharp, W. E., and Markham, T., 1999, A simple chi-square test for determining the absence of Markov cyclicity in sedimentary succesions even when quasi symmetry is present, in Lippard, S., Næss, A., and Sinding-Larsen, R., eds., Proceedings of the 5th Annual Conference of the International Association for Mathematical Geology, no. 2, p. 251-253.
    • (1999) Proceedings of the 5th Annual Conference of the International Association for Mathematical Geology , Issue.2 , pp. 251-253
    • Sharp, W.E.1    Markham, T.2
  • 22
    • 0021473578 scopus 로고
    • Seismic indicators of stratigraphy
    • Sinvhal, A., Khattri, K. N., Sinvhal, H., and Awasthi, A. K., 1984, Seismic indicators of stratigraphy: Geophysics, v. 49, no. 8, p. 1196-1212.
    • (1984) Geophysics , vol.49 , Issue.8 , pp. 1196-1212
    • Sinvhal, A.1    Khattri, K.N.2    Sinvhal, H.3    Awasthi, A.K.4
  • 23
    • 0011520418 scopus 로고
    • Bootstrapping state-space models: Gaussian maximum likelihood estimation and the Kalman filter
    • Stoffer, D. S., and Wall, K. D., 1991, Bootstrapping state-space models: Gaussian maximum likelihood estimation and the Kalman filter: J. Am. Stat. Assoc., v. 86, no. 416, p. 1024-1033.
    • (1991) J. Am. Stat. Assoc. , vol.86 , Issue.416 , pp. 1024-1033
    • Stoffer, D.S.1    Wall, K.D.2
  • 24
    • 0019727089 scopus 로고
    • The theoretical seismic reflection response of sedimentary sequences
    • Velzeboer, C. J., 1981, The theoretical seismic reflection response of sedimentary sequences: Geophysics, v. 46, no. 6, p. 843-853.
    • (1981) Geophysics , vol.46 , Issue.6 , pp. 843-853
    • Velzeboer, C.J.1
  • 25
    • 0033590145 scopus 로고    scopus 로고
    • Multi-scale alluvial fan heterogeneity modeled with transition probability geostatistics in a sequence stratigraphic framework
    • Weissman, G. S., and Fogg, G. E., 1999, Multi-scale alluvial fan heterogeneity modeled with transition probability geostatistics in a sequence stratigraphic framework: J. Hydrol., v. 226, no. 1-2, p. 48-65.
    • (1999) J. Hydrol. , vol.226 , Issue.1-2 , pp. 48-65
    • Weissman, G.S.1    Fogg, G.E.2
  • 26
    • 0033271181 scopus 로고    scopus 로고
    • An analytical study of several Markov chain Monte Carlo estimators of the marginal likelihood
    • Yu, J. Z., and Tanner, M. A., 1999, An analytical study of several Markov chain Monte Carlo estimators of the marginal likelihood: J. Comput. Graph. Stat., v. 8, no. 4, p. 839-853.
    • (1999) J. Comput. Graph. Stat. , vol.8 , Issue.4 , pp. 839-853
    • Yu, J.Z.1    Tanner, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.