استدلال بايزي

الاستدلال البايزي (الإنكليزية: Bayesian inference) أحد مناهج الاستدلال الإحصائي.


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انظر أيضاً


الهوامش

المصادر

  • Bickel, Peter J. and Doksum, Kjell A. (2001). Mathematical Statistics, Volume 1: Basic and Selected Topics (Second (updated printing 2007) ed.). Pearson Prentice-Hall. ISBN 013850363X.{{cite book}}: CS1 maint: multiple names: authors list (link)
  • Box, G.E.P. and Tiao, G.C. (1973) Bayesian Inference in Statistical Analysis, Wiley, ISBN 0-471-57428-7
  • Edwards, Ward (1968). "Conservatism in Human Information Processing". In Kleinmuntz, B (ed.). Formal Representation of Human Judgment. Wiley.
  • Edwards, Ward (1982). "Conservatism in Human Information Processing (excerpted)". In Daniel Kahneman, Paul Slovic and Amos Tversky (ed.). Judgment under uncertainty: Heuristics and biases. Cambridge University Press.
  • Jaynes E.T. (2003) Probability Theory: The Logic of Science, CUP. ISBN 9780521592710 (Link to Fragmentary Edition of March 1996).
  • Howson, C. and Urbach, P. (2005). Scientific Reasoning: the Bayesian Approach (3rd ed.). Open Court Publishing Company. ISBN 978-0812695786.{{cite book}}: CS1 maint: multiple names: authors list (link)
  • Phillips, L.D.; Edwards, W. (2008). "Chapter 6: Conservatism in a simple probability inference task (Journal of Experimental Psychology (1966) 72: 346-354)". In Jie W. Weiss and David J. Weiss (ed.). A Science of Decision Making:The Legacy of Ward Edwards. Oxford University Press. p. 536. ISBN 9780195322989. {{cite book}}: More than one of |author= and |last1= specified (help); Unknown parameter |month= ignored (help)

قراءات إضافية

Elementary

The following books are listed in ascending order of probabilistic sophistication:

  • Colin Howson and Peter Urbach (2005). Scientific Reasoning: the Bayesian Approach (3rd ed.). Open Court Publishing Company. ISBN 978-0812695786.
  • Berry, Donald A. (1996). Statistics: A Bayesian Perspective. Duxbury. ISBN 0534234763.
  • Morris H. DeGroot and Mark J. Schervish (2002). Probability and Statistics (third ed.). Addison-Wesley. ISBN 9780201524888.
  • Bolstad, William M. (2007) Introduction to Bayesian Statistics: Second Edition, John Wiley ISBN 0-471-27020-2
  • Winkler, Robert L, Introduction to Bayesian Inference and Decision, 2nd Edition (2003) ISBN 0-9647938-4-9
  • Lee, Peter M. Bayesian Statistics: An Introduction. Second Edition. (1997). ISBN 0-340-67785-6.
  • Link, William A. and Barker, R.J. Bayesian Inference with Ecological Applications. (2010). ISBN 978-0-12-374854-6.
  • Bayesian Methods for Data Analysis, Third Edition. Boca Raton, FL: Chapman and Hall/CRC. 2008. ISBN 1-584-88697-8.
  • Bayesian Data Analysis, Second Edition. Boca Raton, FL: Chapman and Hall/CRC. 2003. ISBN 1-584-88388-X.
  • Pole, Andy, West, Mike and Harrison, P. Jeff. Applied Bayesian Forecasting and Time Series Analysis, Chapman-Hall/Taylor Francis, 1994

Intermediate or Advanced

  • Berger, James O (1985). Statistical Decision Theory and Bayesian Analysis. Springer Series in Statistics (Second ed.). Springer-Verlag. ISBN 0-387-96098-8.
  • Bayesian Theory. Wiley. 1994.
  • Bretthorst, G. Larry, 1988, Bayesian Spectrum Analysis and Parameter Estimation in Lecture Notes in Statistics, 48, Springer-Verlag, New York, New York
  • DeGroot, Morris H., Optimal Statistical Decisions. Wiley Classics Library. 2004. (Originally published (1970) by McGraw-Hill.) ISBN 0-471-68029-X.
  • Jaynes, E.T. (1998) Probability Theory: The Logic of Science.
  • David MacKay (2003). Information Theory, Inference, and Learning Algorithms. Cambridge University Press. {{cite book}}: External link in |title= (help) (On-line)
  • O'Hagan, A. and Forster, J. (2003) Kendall's Advanced Theory of Statistics, Volume 2B: Bayesian Inference. Arnold, New York. ISBN 0-340-52922-9.
  • Pearl, J. (1988) Probabilistic Reasoning in Intelligent Systems, San Mateo, CA: Morgan Kaufmann.
  • Robert, Christian P (2001). The Bayesian Choice – A Decision-Theoretic Motivation (second ed.). Springer. ISBN 0387942963.
  • Rowe, D.B. (2003) Multivariate Bayesian Statistics CRC Press ISBN 1584883189
  • West, Mike, and Harrison, P. Jeff, Bayesian Forecasting and Dynamic Models, Springer-Verlag, 1997 (2nd ed.)
  • Bolstad, William M. (2010) Understanding Computational Bayesian Statistics, John Wiley ISBN 0-470-04609-8


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وصلات خارجية

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