메뉴 건너뛰기




Volumn , Issue , 2012, Pages

Understanding Computational Bayesian Statistics

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84891583780     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470567371     Document Type: Book
Times cited : (126)

References (58)
  • 1
    • 0004227564 scopus 로고
    • Statistical Methods for Forecasting
    • John Wiley & Sons, New York
    • Abraham, B., and Ledolter, J., (1983), Statistical Methods for Forecasting, John Wiley & Sons, New York.
    • (1983)
    • Abraham, B.1    Ledolter, J.2
  • 2
    • 0002090746 scopus 로고
    • On the theoretical specification of sampling properties of autocorrelated time series
    • Bartlett, M. S. (1946) On the theoretical specification of sampling properties of autocorrelated time series, Journal of the Royal Statistical Society, Series B, Vol. 8, pp. 27-41.
    • (1946) Journal of the Royal Statistical Society, Series B , vol.8 , pp. 27-41
    • Bartlett, M.S.1
  • 3
    • 0003807376 scopus 로고
    • Statistical Decision Theory
    • Foundations, Concepts, and Methods, Springer-Verlag, New York
    • Berger, J. (1980), Statistical Decision Theory, Foundations, Concepts, and Methods, Springer-Verlag, New York.
    • (1980)
    • Berger, J.1
  • 4
    • 84981748011 scopus 로고
    • Bayesian Theory
    • John Wiley & Sons, New York
    • Bernardo, J. M., and Smith, A.F.M. (1994), Bayesian Theory, John Wiley & Sons, New York
    • (1994)
    • Bernardo, J.M.1    Smith, A.F.M.2
  • 5
    • 84892265454 scopus 로고    scopus 로고
    • Introduction to Bayesian Statistics: Second Edition
    • John Wiley & Sons, New York
    • Bolstad, W. M. (2007), Introduction to Bayesian Statistics: Second Edition, John Wiley & Sons, New York
    • (2007)
    • Bolstad, W.M.1
  • 6
    • 0004254520 scopus 로고
    • Linear Statistical Models: an Applied Approach
    • PWS-Kent, Boston
    • Bowerman, B. L., and O'Connell, R. T. (1990), Linear Statistical Models: an Applied Approach, PWS-Kent, Boston.
    • (1990)
    • Bowerman, B.L.1    O'Connell, R.T.2
  • 9
    • 0003684470 scopus 로고    scopus 로고
    • Bayes and Empirical Bayes Methods for Data Analysis: Second Edition
    • Chapman & Hall, London
    • Carlin, B. P., and Louis, T. A. (2000), Bayes and Empirical Bayes Methods for Data Analysis: Second Edition, Chapman & Hall, London.
    • (2000)
    • Carlin, B.P.1    Louis, T.A.2
  • 10
    • 32344446687 scopus 로고
    • Understanding the Metropolis-Hastings Algorithm
    • Chib, S., and Greenberg, E. (1995), Understanding the Metropolis-Hastings Algorithm, The American Statistician, Vol. 49, No. 4 pp. 327-335.
    • (1995) The American Statistician , vol.49 , Issue.4 , pp. 327-335
    • Chib, S.1    Greenberg, E.2
  • 11
    • 0004184934 scopus 로고
    • Theoretical Statistics
    • Chapman and Hall, London
    • Cox, D. R., and Hinkley, D. V. (1974), Theoretical Statistics, Chapman and Hall, London.
    • (1974)
    • Cox, D.R.1    Hinkley, D.V.2
  • 12
    • 0003759417 scopus 로고    scopus 로고
    • Optimal Statistical Decisions
    • Wiley Classics Library, John Wiley & Sons, New York
    • DeGroot, M. H. (2004), Optimal Statistical Decisions, Wiley Classics Library, John Wiley & Sons, New York.
    • (2004)
    • DeGroot, M.H.1
  • 13
    • 0003737404 scopus 로고    scopus 로고
    • Practical Nonparametric and Semiparametric Bayesian Statistics
    • Springer, New York
    • Dey, D., Müller, P., and Sinha, D. (1998), Practical Nonparametric and Semiparametric Bayesian Statistics, Springer, New York.
    • (1998)
    • Dey, D.1    Müller, P.2    Sinha, D.3
  • 14
    • 84860575908 scopus 로고
    • Why isn't everyone a Bayesian
    • Efron, B. (1986), Why isn't everyone a Bayesian, The American Statistician, Vol. 40, No. 1 pp. 1-11.
    • (1986) The American Statistician , vol.40 , Issue.1 , pp. 1-11
    • Efron, B.1
  • 15
    • 0347568778 scopus 로고    scopus 로고
    • Empirical Bayes methods for combining likelihoods
    • Efron, B. (1996), Empirical Bayes methods for combining likelihoods, Journal of the American Statistical Association, Vol. 91, No. 433, pp. 538-550.
    • (1996) Journal of the American Statistical Association , vol.91 , Issue.433 , pp. 538-550
    • Efron, B.1
  • 16
    • 0003421261 scopus 로고
    • An Introduction to Probability Theory and Its Applications
    • Volume 1, Third Edition, John Wiley & Sons, New York
    • Feller, W. (1968), An Introduction to Probability Theory and Its Applications, Volume 1, Third Edition, John Wiley & Sons, New York.
    • (1968)
    • Feller, W.1
  • 17
    • 33750965599 scopus 로고    scopus 로고
    • Circumcision status and risk of sexually transmitted infection in young adult males: an analysis of a longitudinal birth cohort
    • Pediatrics
    • Fergusson, D. M., Boden, J. M., and Horwood, L. J. (2006), Circumcision status and risk of sexually transmitted infection in young adult males: an analysis of a longitudinal birth cohort, Pediatrics 118, pp. 1971-1976.
    • (2006) , vol.118 , pp. 1971-1976
    • Fergusson, D.M.1    Boden, J.M.2    Horwood, L.J.3
  • 18
    • 0001735517 scopus 로고
    • On the mathematical foundations of theoretical statistics
    • Reprinted in Breakthroughs in Statistics 1 ( 1991 ), (S. Kotz, and N. L. John son, Editors), Springer, Berlin
    • Fisher, R. A. (1922), On the mathematical foundations of theoretical statistics, Phil. Trans. Roy. Soc. London A, 222, pp. 309-368. Reprinted in Breakthroughs in Statistics 1 ( 1991 ), (S. Kotz, and N. L. John son, Editors), Springer, Berlin, pp. 11-44.
    • (1922) Phil. Trans. Roy. Soc. London A , vol.222
    • Fisher, R.A.1
  • 19
    • 0004160361 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo
    • Chapman & Hall, London
    • Gamerman, D. (1997), Markov Chain Monte Carlo, Chapman & Hall, London
    • (1997)
    • Gamerman, D.1
  • 20
    • 85011247286 scopus 로고    scopus 로고
    • Empirical Bayes methods for combining likelihood: comment
    • Gelfand, A. (1996), Empirical Bayes methods for combining likelihood: comment, Journal of the American Statistical Association, Vol. 91, No. 433, pp. 551-552.
    • (1996) Journal of the American Statistical Association , vol.91 , Issue.433 , pp. 551-552
    • Gelfand, A.1
  • 21
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal densities
    • Gelfand, A., and Smith, A.F.M. (1990), Sampling-based approaches to calculating marginal densities, Journal of the American Statistical Association, Vol. 85 No. 410, pp. 398-409.
    • (1990) Journal of the American Statistical Association , vol.85 , Issue.410 , pp. 398-409
    • Gelfand, A.1    Smith, A.F.M.2
  • 22
    • 67649946286 scopus 로고    scopus 로고
    • Bayesian Data Analysis: Second Edition
    • Chapman & Hall/CRC, London
    • Gelman, A., Carlin, J. B., Stern, H. S., and Rubin, D. B. (2004), Bayesian Data Analysis: Second Edition, Chapman & Hall/CRC, London, pp. 182-184.
    • (2004) , pp. 182-184
    • Gelman, A.1    Carlin, J.B.2    Stern, H.S.3    Rubin, D.B.4
  • 23
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Statistical Science
    • Gelman, A and Rubin, D. B. (1992), Inference from iterative simulation using multiple sequences, Statistical Science, 7, pp. 457-511.
    • (1992) , vol.7 , pp. 457-511
    • Gelman, A.1    Rubin, D.B.2
  • 24
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman, S., and Geman, D. (1984), Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. PAMI-6N0. 6, pp. 721-740.
    • (1984) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.PAMI-6N0 , Issue.6 , pp. 721-740
    • Geman, S.1    Geman, D.2
  • 25
    • 0003860037 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo in Practice
    • Chapman & Hall, London
    • Gilks, W. R., Richardson, S., and Spiegelhalter, D. J. (1996), Markov Chain Monte Carlo in Practice, Chapman & Hall, London
    • (1996)
    • Gilks, W.R.1    Richardson, S.2    Spiegelhalter, D.J.3
  • 26
    • 0000324169 scopus 로고
    • Adaptive rejection sampling for Gibbs sampling
    • Gilks, W.R. and Wild, P. (1992), Adaptive rejection sampling for Gibbs sampling, Applied Statistics, Vol. 41, No. 2, pp.
    • (1992) Applied Statistics , vol.41 , Issue.2
    • Gilks, W.R.1    Wild, P.2
  • 27
    • 0007833410 scopus 로고    scopus 로고
    • Bayesian Methods: A Social and Behavioral Sciences Approach, Second Edition
    • Chapman & Hall, London
    • Gill, J., Bayesian Methods: A Social and Behavioral Sciences Approach, Second Edition, Chapman & Hall, London
    • Gill, J.1
  • 28
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • Biometrika
    • Green, P. (1995), Reversible jump Markov chain Monte Carlo computation and Bayesian model determination, Biometrika 82, pp. 711 732.
    • (1995) , vol.82
    • Green, P.1
  • 29
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Biometrika
    • Hastings, W.K. (1970), Monte Carlo sampling methods using Markov chains and their applications, Biometrika 57, pp. 97-109.
    • (1970) , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 30
    • 0030327881 scopus 로고    scopus 로고
    • The effect of improper priors on Gibbs sampling in hierarchical linear mixed models
    • Hobert, J. P., and Casella, G. (1996), The effect of improper priors on Gibbs sampling in hierarchical linear mixed models, Journal of the American Statistical Association, Vol. 91, No. 452, pp. 1312-1316.
    • (1996) Journal of the American Statistical Association , vol.91 , Issue.452 , pp. 1312-1316
    • Hobert, J.P.1    Casella, G.2
  • 31
    • 0003508724 scopus 로고
    • Applied Logistic Regression
    • John Wiley & Sons, NY
    • Hosmer, D. W. and Lemeshow, S., (1989), Applied Logistic Regression, John Wiley & Sons, NY
    • (1989)
    • Hosmer, D.W.1    Lemeshow, S.2
  • 32
    • 0003435337 scopus 로고    scopus 로고
    • Applied Survival Analysis
    • John Wiley & Sons, NY
    • Hosmer, D. W. and Lemeshow, S., (1998), Applied Survival Analysis, John Wiley & Sons, NY
    • (1998)
    • Hosmer, D.W.1    Lemeshow, S.2
  • 34
    • 0003998828 scopus 로고    scopus 로고
    • Probability Theory: The Logic of Science
    • Cambridge University Press, Cambridge
    • Jaynes, E. T. (Author) and Bretthorst G. L. (Editor) (2000), Probability Theory: The Logic of Science, Cambridge University Press, Cambridge.
    • (2000)
    • Jaynes, E.T.1    Bretthorst, G.L.2
  • 35
    • 0003435408 scopus 로고
    • An Introduction to Computational Statistics: Regression Analysis
    • Prentice Hall, Englewood Cliffs, NJ
    • Jennrich, R.I. (1995), An Introduction to Computational Statistics: Regression Analysis, Prentice Hall, Englewood Cliffs, NJ.
    • (1995)
    • Jennrich, R.I.1
  • 36
    • 0003440032 scopus 로고    scopus 로고
    • Survival Analysis: Techniques for Censored and Truncated Data
    • Second Edition, Springer, New York
    • Klein, J. P., and Moeschberger, M. L. (2003), Survival Analysis: Techniques for Censored and Truncated Data, Second Edition, Springer, New York.
    • (2003)
    • Klein, J.P.1    Moeschberger, M.L.2
  • 37
    • 0003411445 scopus 로고
    • Statistical Models for Lifetime Data
    • John Wiley & Sons, New York
    • Lawless, J. F. (1982), Statistical Models for Lifetime Data, John Wiley & Sons, New York.
    • (1982)
    • Lawless, J.F.1
  • 38
    • 0004257137 scopus 로고    scopus 로고
    • Bayesian Statistics: An Introduction
    • Third Edition, Hodder Arnold, London
    • Lee, P. M. (2004), Bayesian Statistics: An Introduction, Third Edition, Hodder Arnold, London.
    • (2004)
    • Lee, P.M.1
  • 40
    • 0003663926 scopus 로고
    • Generalized Linear Models
    • Second Edition, Chapman & Hall/CRC, London
    • McCullagh, P. and Neider, J. A. (1989), Generalized Linear Models, Second Edition, Chapman & Hall/CRC, London.
    • (1989)
    • McCullagh, P.1    Neider, J.A.2
  • 41
    • 0003805905 scopus 로고
    • Stochastic Processes
    • Second Edition, John Wiley & Sons, New York
    • Medhi, J. (1994), Stochastic Processes, Second Edition, John Wiley & Sons, New York.
    • (1994)
    • Medhi, J.1
  • 43
    • 0004031293 scopus 로고
    • Introduction to the Theory of Statistics
    • McGraw-Hill
    • Mood, A. M" Graybill, F. A., and Boes, D. C. (1974), Introduction to the Theory of Statistics, McGraw-Hill
    • (1974)
    • Mood, A.M.1    Graybill, F.A.2    Boes, D.C.3
  • 44
    • 0003691381 scopus 로고    scopus 로고
    • Generalized Linear Models: With Applications in Engineering and the Sciences
    • John Wiley & Sons, New York
    • Myers, R.H., Montgomery, D. C, and Vining, G.G. (2002), Generalized Linear Models: With Applications in Engineering and the Sciences, John Wiley & Sons, New York.
    • (2002)
    • Myers, R.H.1    Montgomery, D.C.2    Vining, G.G.3
  • 45
    • 0003772931 scopus 로고    scopus 로고
    • The Advanced Theory of Statistics: Vol. 2B: Bayesian Inference
    • Hodder Arnold, London
    • O'Hagan, A. and Forster, J. (2004), The Advanced Theory of Statistics: Vol. 2B: Bayesian Inference, Hodder Arnold, London
    • (2004)
    • O'Hagan, A.1    Forster, J.2
  • 47
    • 0003973174 scopus 로고
    • Applied Linear Statistical Models
    • Third Edition, IRWIN, Homewood IL
    • Neter, J., Wasserman, W., and Kutner, M. H. (1990), Applied Linear Statistical Models, Third Edition, IRWIN, Homewood IL.
    • (1990)
    • Neter, J.1    Wasserman, W.2    Kutner, M.H.3
  • 48
    • 0041309176 scopus 로고    scopus 로고
    • In All Likelihood: Statistical Modelling and Inference Using Likelihood
    • Clarenden Press, Oxford University Press
    • Pawitan, Y. (2001), In All Likelihood: Statistical Modelling and Inference Using Likelihood, Clarenden Press, Oxford University Press.
    • (2001)
    • Pawitan, Y.1
  • 49
    • 0005193926 scopus 로고    scopus 로고
    • Exact sampling with coupled Markov chains and applications to statistical mechanics
    • Proceedings of Seventh International Conference on Random Structures and Algorithms, Random Structures & Algorithms
    • Propp, J. G., and Wilson, D. B. (1996), Exact sampling with coupled Markov chains and applications to statistical mechanics, Proceedings of Seventh International Conference on Random Structures and Algorithms, Random Structures & Algorithms 9, pp. 223-252.
    • (1996) , vol.9 , pp. 223-252
    • Propp, J.G.1    Wilson, D.B.2
  • 50
    • 0000082687 scopus 로고    scopus 로고
    • Coupling from the past: a user's guide
    • microsurveys in discrete probability, DIMACS Series Discrete Mathematics and Theoretical Computer Science, American Mathematical Society
    • Propp, J. G., and Wilson, D. B. (1998), Coupling from the past: a user's guide, microsurveys in discrete probability, DIMACS Series Discrete Mathematics and Theoretical Computer Science, American Mathematical Society, pp. 181-192.
    • (1998) , pp. 181-192
    • Propp, J.G.1    Wilson, D.B.2
  • 51
    • 0003778293 scopus 로고    scopus 로고
    • Stochastic Processes
    • Second Edition, John Wiley & Sons, New York
    • Ross, Sheldon M. (1996), Stochastic Processes, Second Edition, John Wiley & Sons, New York.
    • (1996)
    • Ross Sheldon, M.1
  • 52
    • 0007280722 scopus 로고
    • On Rereading R. A. Fisher, The Annals of Statistics
    • Savage, L. J. (1976), On Rereading R. A. Fisher, The Annals of Statistics, Vol 4., No. 3, pp. 441-500.
    • (1976) , vol.4 , Issue.3 , pp. 441-500
    • Savage, L.J.1
  • 53
    • 0003174553 scopus 로고
    • Bayesian statistics without tears: a sampling-resampling perspective
    • Smith, A.F.M., and Gelfand, A.E. (1992), Bayesian statistics without tears: a sampling-resampling perspective, The American Statistician, Vol. 46, No. 2, pp. 84-88.
    • (1992) The American Statistician , vol.46 , Issue.2 , pp. 84-88
    • Smith, A.F.M.1    Gelfand, A.E.2
  • 54
    • 0003053548 scopus 로고
    • Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods
    • Smith, A.F.M., and Roberts, G.O. (1992), Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods, Journal of the Royal Statistical Society Series B, Vol. 55, No. 1, pp. 3-23.
    • (1992) Journal of the Royal Statistical Society Series B , vol.55 , Issue.1 , pp. 3-23
    • Smith, A.F.M.1    Roberts, G.O.2
  • 56
    • 0000813561 scopus 로고
    • Inadmissibility of the usual estimator for the mean of a multivariate distribution
    • Stein, C. (1956), Inadmissibility of the usual estimator for the mean of a multivariate distribution, Proc. Third Berkeley Symp. Math. Statist. Prob., Vol. 1, pp. 197-206
    • (1956) Proc. Third Berkeley Symp. Math. Statist. Prob. , vol.1 , pp. 197-206
    • Stein, C.1
  • 57
    • 84886691598 scopus 로고    scopus 로고
    • Very long-term mortality after primary angioplasty for myocardial infarction (PAMI): effects of changing interventional practice
    • Heart, Lung, and Circulation, Vol. 16, pp S1-S201, Elsevier
    • Swanson, N., Devlin, G., Holmes, S., and Nunn, C. (2007), Very long-term mortality after primary angioplasty for myocardial infarction (PAMI): effects of changing interventional practice, Heart, Lung, and Circulation, Vol. 16, pp S1-S201, Elsevier
    • (2007)
    • Swanson, N.1    Devlin, G.2    Holmes, S.3    Nunn, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.