MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions

MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions (2000)

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by Chris S. Wallace , David L. Dowe

Venue:	Statistics Computing
Citations:	29 - 8 self

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@ARTICLE{Wallace00mmlclustering,
    author = {Chris S. Wallace and David L. Dowe},
    title = {MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions},
    journal = {Statistics Computing},
    year = {2000},
    pages = {73--83}
}

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Abstract

Minimum Message Length (MML) is an invariant Bayesian point estimation technique which is also statistically consistent and efficient. We provide a brief overview of MML inductive inference

Citations

6694	Statistical Learning Theory - Vapnik - 1998
989	Spline models for observational data - Wahba - 1990
726	The EM Algorithm and Extensions - McLachlan, Krishnan - 1997
511	DM: Statistical Analysis of Finite Mixture Distributions Chichester - Titterington - 1985
316	A formal theory of inductive inference - Solomonoff - 1964
286	Discriminant Analysis and Statistical Pattern Recognition - McLachlan - 2004
270	An information measure for classification - Wallace, Boulton - 1968
245	Markov chain sampling methods for Dirichlet process mixture models - Neal - 2000
176	Minimum complexity density estimation - Barron, Cover - 1991
174	Statistics of Directional Data - Mardia - 1972
173	Estimation and inference by compact coding - CS, PR - 1987
164	Finite Mixture Distributions - Everitt, Hand - 1981
106	Statistical analysis of circular data - Fisher - 1993
101	An Experimental and Theoretical Comparison of Model Selection Methods - Kearns, Mansour, et al. - 1999
100	Consistent estimates based on partially consistent observations - Neymann, Scott - 1948
86	Minimum message length and Kolmogorov complexity - Wallace, Dowe - 1999
36	Bayesian classification - Cheeseman, Stutz, et al. - 1988
30	1970]: ‘A Program for Numerical Classification - Boulton, Wallace
29	MCLUST: Software for modelbased clustering, discriminant analysis, and density estimation - Fraley, Raftery - 2002
22	An invariant Bayes method for point estimation - Wallace, Boulton - 1975
19	Conceptual Clustering, Learning from Examples, and Inference - Fisher - 1987
17	1993]: ‘MML estimation of the von Mises concentration parameter - Wallace, Dowe
16	1973]: ‘An Information Measure for Hierarchic Classification - Boulton, Wallace
16	Single factor analysis by MML estimation - Wallace, Freeman - 1992
14	The information content of a multistate distribution - Boulton, Wallace - 1969
14	1998]: ‘Point Estimation using the Kullback-Leibler Loss Function and - Dowe, Baxter, et al.
14	1996]: ‘MML estimation of the parameters of the spherical Fisher distribution - Dowe, Oliver, et al.
13	Circular clustering of protein dihedral angles by minimum message length - Dowe, Allison, et al. - 1996
10	A graphical technique for determining the number of components in a mixture of normals - Roeder - 1994
10	The discovery of algorithmic probability: a guide for the programming of true creativity - Solomonoff - 1995
9	Kolmogorov complexity, minimum message length and inverse learning, abstract - Dowe, Wallace - 1998
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	Finding cutpoints in noisy binary sequences - a revised empirical evaluation - Viswanathan, Wallace, et al. - 1999
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
8	Mixture model clustering using the MULTIMIX program - Hunt, Jorgensen - 1999
8	Snob: A program for discriminating between classes - Patrick - 1991
8	MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions - Wallace, Dowe - 2000
7	The Information Criterion for Intrinsic Classification - Boulton - 1975
7	Bayesian Estimation of the von Mises Concentration Parameter - Dowe, Oliver, et al. - 1995
7	1978]: ‘Estimation of the Concentration Parameter in von Mises—Fisher - Schou
6	Finding Overlapping Distributions with MML - Baxter - 1995
5	A Comparison Between Information Measure Classification - Boulton, Wallace - 1973
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
5	A Note on the Comparison of Polynomial Selection Methods - Viswanathan, Wallace - 1999
5	Estimation of the von Mises concentration parameter using Minimum Message Length - Wallace, Dowe - 1994
4	Energy-based models - LeCun, Chopra, et al. - 2007
3	Minimum Message Length Mixture Modelling of Spherical von MisesFisher distributions - Oliver, Dowe - 1996
3	AutoClass - a Bayesian approach to classification - Stutz, Cheeseman - 1994