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MML and Bayesianism: Similarities and Differences (Introduction to Minimum Encoding Inference Part II) (1994)  (Make Corrections)  (24 citations)
Jonathan Oliver, Rohan Baxter



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Abstract: This paper continues the introduction to minimum encoding inference given by Oliver and Hand. This series of papers were written with the objective of providing an introduction to this area for statisticians. We examine the relationship between Bayesianism and Minimum Message Length (MML) inference. We argue that MML augments Bayesian methods by providing a sound Bayesian method for point estimation which is invariant under non-linear transformations. We explore the issues of invariance of... (Update)

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Introduction to Minimum Encoding Inference - Oliver, Hand (1994)   (Correct)

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BibTeX entry:   (Update)

J.J. Oliver and R.A. Baxter, "Mml and bayesianism: similarities and differences", Technical Report 206, Monash University, Melbourne, 1994. http://citeseer.ist.psu.edu/oliver94mml.html   More

@techreport{ oliver94mml,
    author = "Oliver, J.J. and Baxter, R.A.",
    title = "{MML} and {B}ayesianism: similarities and differences",
    year = "1994",
    url = "citeseer.ist.psu.edu/oliver94mml.html" }
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258   Lattices and Groups (context) - Conway, Sloane - 1988
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136   An information measure for classification (context) - Wallace, Boulton - 1968
132   Estimation and inference by compact coding (context) - Wallace, Freeman - 1987
108   Theory of Probability (context) - Jeffreys - 1961
90   Bayesian classification (context) - Cheeseman, Self et al. - 1988
61   Asymptotic Methods for Analysis (context) - de Bruijn - 1970
43   Approximate Bayes Factors and accounting for model uncertain.. - Raftery - 1993
39   Statistical Analysis of Circular Data (context) - Fisher - 1993
37   Journal of the Royal Statistical Society (context) - Rissanen - 1987
36   Bayes Factors and model uncertainty (context) - Kass, Raftery - 1993
28   MDL and MML: Similarities and differences - Baxter, Oliver - 1994
22   Bayesian methods for backpropagation networks (context) - MacKay - 1994
20   An invariant form for the prior probability in estimation pr.. (context) - Jeffreys - 1946
20   Bayesian inference in factor analysis (context) - Press, Shigemasu - 1989
20   Logically smooth density estimation (context) - Barron - 1985
18   Introduction to minimum encoding inference - Oliver, Hand - 1994
17   Classification by minimum-message-length inference (context) - Wallace - 1990
13   Bayesian Statistics (context) - Press - 1989
13   An invariant Bayes method for point estimation (context) - Wallace, Boulton - 1975
10   MML estimation of the von Mises concentration parameter (context) - Wallace, Dowe - 1993
10   Single factor analysis by MML estimation (context) - Wallace, Freeman - 1992
9   Stone circle geometries: An information theory approach (context) - Patrick, Wallace - 1982
5   treated by the theory of probability (context) - Jeffreys, of - 1935
5   Factor Analysis and AIC (context) - Akaike - 1987
5   of Computation and Neural Systems (context) - MacKay, Neural et al. - 1992
4   and the relative odds of hypotheses (context) - Good, corroboration - 1983
4   From Laplace to Supernova SN (context) - Loredo - 1987
2   MML book (context) - Wallace - 1993



The graph only includes citing articles where the year of publication is known.


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