Ninimum Message Length and  Statistically Consistent Invariant; (Objective?) Bayesian Probabilistic Inference -- From (Medical) “Evidence”

Ninimum Message Length and Statistically Consistent Invariant; (Objective?) Bayesian Probabilistic Inference -- From (Medical) “Evidence” (2008)

Cached

Download Links

[www.cs.monash.edu.au]

by David L. Dowe

Venue:

SOCIAL EPISTEMOLOGY VOL. 22, NO. 4, OCTOBER–DECEMBER 2008, PP. 433–460

BibTeX

@MISC{Dowe08ninimummessage,
    author = {David L. Dowe},
    title = {Ninimum Message Length and Statistically Consistent Invariant; (Objective?) Bayesian Probabilistic Inference -- From (Medical) “Evidence”},
    year = {2008}
}

Bookmark

OpenURL

Abstract

Citations

6696	The Nature of Statistical Learning Theory - Vapnik - 1995
4404	The Mathematical Theory of Communication - Shannon, Weaver - 1963
1581	Estimating the dimension of a model - SCHWARZ - 1978
892	Modeling by shortest data description - Rissanen - 1978
787	Field Theory - Wit, Smith - 1986
397	Three approaches to the quantitative definition of information - Kolmogorov - 1965
316	A formal theory of inductive inference - Solomonoff - 1964
270	An information measure for classification - Wallace, Boulton - 1968
176	Minimum complexity density estimation - Barron, Cover - 1991
173	Estimation and inference by compact coding - CS, PR - 1987
126	An invariant form for the prior probability in estimation problems - Jeffreys - 1946
100	Consistent estimates based on partially consistent observations - Neymann, Scott - 1948
57	1994]: ‘How to Tell When Simpler, More Unified or Less Ad Hoc Theories - Forster, Sober
23	A non-behavioural, computational extension to the Turing Test - Dowe, Hajek - 1998
17	General bayesian networks and asymmetric languages - Comley, Dowe - 2005
17	1993]: ‘MML estimation of the von Mises concentration parameter - Wallace, Dowe
16	On the length of programs for computing finite sequences - Chaitin - 1966
16	Single factor analysis by MML estimation - Wallace, Freeman - 1992
14	1996]: ‘MML estimation of the parameters of the spherical Fisher distribution - Dowe, Oliver, et al.
14	Message length as an effective Ockham’s razor in decision tree induction - Needham, Dowe - 2001
13	Circular clustering of protein dihedral angles by minimum message length - Dowe, Allison, et al. - 1996
12	Information-theoretic football tipping - Dowe, Farr, et al. - 1996
11	A decision tree model of bushfire activity - Dowe, Krusel - 1994
9	1997]: ‘Resolving the Neyman-Scott problem by Minimum Message Length - Dowe, Wallace
9	An MML classification of protein structure that knows about angles and sequence. Pac Symp Biocomput 3: 585–596 - Edgoose, Allison, et al. - 1998
9	2004]: ‘Minimum message length autoregressive model order selection - Fitzgibbon, Dowe, et al.
9	Suboptimal behavior of Bayes and MDL in classification under misspecification - Grünwald, Langford - 2007
9	2002. MML inference of decision graphs with multi-way joins - Tan, Dowe
8	Conceptual difficulties with the efficient market hypothesis: Towards a naturalized economics. Paper presented at - Dowe, Korb - 1996
8	Single factor analysis in MML mixture modelling. 2nd Pacific–Asia conference on knowledge discovery and data mining - Edwards, Dowe - 1998
5	The Melbourne family grief study, I: Perceptions of family functioning in bereavement - Kissane, Bloch, et al. - 1996
5	Are there subgroups within the autistic spectrum? A cluster analysis of a group of children with autistic spectrum disorders - Prior, Eisenmajer, et al. - 1998
4	Discussion following “Hedging predictions in machine learning - Dowe
4	The classification of depression by numerical taxonomy - Pilowsky, Levine, et al. - 1969
4	Minimum message length clustering of spatially-correlated data with varying inter-class penalties - Visser, Dowe - 2007
3	Constructing a minimal diagnostic decision tree - McKenzie, McGorry, et al. - 1993
2	The likelihood principle, 2nd edition, Institute of Mathematical Statistics monograph series - Berger, Wolpert - 1988
1	Social Epistemology 457 Downloaded By: [Monash University] At: 07:50 17 December 2008 - Akaike - 1970
1	An empirically-derived taxonomy of common distress syndromes in the medically ill - Clarke, Smith, et al. - 2003
1	Point estimation using the Kullback– Leibler loss function and MML - Dowe, Baxter, et al. - 1998
1	Paper presented at the 3rd Conference on Maths and Computers in Sport, pp. 233–41. [See also - Dowe, Gardner, et al. - 1996
1	Why I am not a Bayesian. Theory and Evidence, edited by C. Glymour and - Glymour - 1981
1	The Melbourne family grief study, II: Psychosocial morbidity and grief in bereaved families - Kissane, Bloch, et al. - 1996
1	A preliminary MML linear classifier using principal components for multiple classes - 2005a
1	A preliminary MML linear classifier using principal components for multiple classes - 2005b
1	Inferring phylogenetic graphs of natural languages using minimum message length. Paper presented at - Ooi, Dowe - 2005
1	Building classification models from microarray data with tree-based classification algorithms - Tan, Dowe, et al. - 2007
1	On the selection of the order of a polynomial model - Sci, Australia - 1989
1	Minimum message length and Kolmogorov complexity - 1999a
1	Refinements of MDL and MML coding - 1999b