(Enter summary)
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)
Cited by: More
Unsupervised Learning Using MML - Jonathan Oliver Computer (1996)
(Correct)
Unknown -
(Correct)
Introduction to Minimum Encoding Inference - Oliver, Hand (1994)
(Correct)
Similar documents (at the sentence level):
26.9%: Minimum Message Length Inference: Theory and Applications - Baxter (1996)
(Correct)
Active bibliography (related documents): More All
2.3: MML and Bayesianism: Similarities and Differences (Introduction .. - Oliver, al. (1994)
(Correct)
0.7: MDL and MML: Similarities and Differences - Baxter, Oliver (1995)
(Correct)
0.4: Minimum Message Length and Kolmogorov Complexity - Wallace, Dowe (1999)
(Correct)
Similar documents based on text: More All
0.2: The Likelihood Principle and MML Estimators - Baxter
(Correct)
0.2: Descriptive Complexity and Minimum Encoding Inference - A critical .. - Cook
(Correct)
0.2: Analysing Rock Samples for the Mars Lander - Jonathan Oliver Ted (1998)
(Correct)
Related documents from co-citation: More All
14: Estimation and inference by compact coding (context) - Wallace, Freeman - 1987
12: An information measure for classification (context) - Wallace, Boulton - 1968
10: Estimating the dimension of a model (context) - Schwarz - 1978
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" }
Citations (may not include all citations):
417
Stochastic Complexity in Statistical Inquiry (context) - Rissanen - 1989
340
Bayesian Theory (context) - Bernado, Smith - 1994
269
Bayesian Learning for Neural Networks (context) - Neal - 1995
258
Lattices and Groups (context) - Conway, Sloane - 1988
216
A universal prior for integers and estimation by minimum des.. (context) - Rissanen - 1983
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.
Documents on the same site (http://www.act.cmis.csiro.au/rohanb/publications.html): More
Minimum Message Length Inference: Theory and Applications - Baxter (1996)
(Correct)
Feature Selection for Temporal Health Records - Graham
(Correct)
Outlier Detection Using Replicator Neural Networks - Hawkins, He, Williams, Baxter (2002)
(Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC