A Review of Statistical Model Selection Criteria: Application to Prediction in Regression, Histograms, and Finite Mixture Models

SSRN Electronic Journal ◽

10.2139/ssrn.1910768 ◽

2011 ◽

Author(s):

Stanley L. Sclove

Keyword(s):

Model Selection ◽

Statistical Model ◽

Mixture Models ◽

Selection Criteria ◽

Finite Mixture Models ◽

Finite Mixture ◽

Model Selection Criteria ◽

Statistical Model Selection

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Statistical Model Selection Criteria and Bayesianism

Philosophy of Science ◽

10.1086/392904 ◽

2001 ◽

Vol 68 (S3) ◽

pp. S141-S152 ◽

Cited By ~ 9

Author(s):

I. A. Kieseppä

Keyword(s):

Model Selection ◽

Statistical Model ◽

Selection Criteria ◽

Model Selection Criteria ◽

Statistical Model Selection

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Small-sample and large-sample statistical model selection criteria

Selecting Models from Data - Lecture Notes in Statistics ◽

10.1007/978-1-4612-2660-4_4 ◽

1994 ◽

pp. 31-39 ◽

Cited By ~ 4

Author(s):

S. L. Sclove

Keyword(s):

Model Selection ◽

Statistical Model ◽

Selection Criteria ◽

Small Sample ◽

Model Selection Criteria ◽

Large Sample ◽

Statistical Model Selection

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Statistical model selection criteria

Economics Letters ◽

10.1016/0165-1765(88)90070-5 ◽

1988 ◽

Vol 28 (1) ◽

pp. 47-51 ◽

Cited By ~ 10

Author(s):

Gang Yi ◽

George Judge

Keyword(s):

Model Selection ◽

Statistical Model ◽

Selection Criteria ◽

Model Selection Criteria ◽

Statistical Model Selection

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Using statistical model selection criteria to discriminate nonsubjectively between hypotheses about physiologic mechanisms underlying experimental observations: a practical example

Journal of Critical Care ◽

10.1016/j.jcrc.2009.06.031 ◽

2009 ◽

Vol 24 (3) ◽

pp. e28

Author(s):

Sven Zenker ◽

Andreas Hoeft

Keyword(s):

Model Selection ◽

Statistical Model ◽

Selection Criteria ◽

Model Selection Criteria ◽

Statistical Model Selection

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Statistical Model Selection Criteria and the Philosophical Problem of Underdetermination

The British Journal for the Philosophy of Science ◽

10.1093/bjps/52.4.761 ◽

2001 ◽

Vol 52 (4) ◽

pp. 761-794 ◽

Cited By ~ 7

Author(s):

I. A. Kieseppä

Keyword(s):

Model Selection ◽

Statistical Model ◽

Selection Criteria ◽

Philosophical Problem ◽

Model Selection Criteria ◽

Statistical Model Selection

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Model Selection in Finite Mixture Models: A k-Fold Cross-Validation Approach

Structural Equation Modeling A Multidisciplinary Journal ◽

10.1080/10705511.2016.1250638 ◽

2016 ◽

Vol 24 (2) ◽

pp. 246-256 ◽

Cited By ~ 30

Author(s):

Kevin J. Grimm ◽

Gina L. Mazza ◽

Pega Davoudzadeh

Keyword(s):

Model Selection ◽

Mixture Models ◽

Cross Validation ◽

Finite Mixture Models ◽

Finite Mixture ◽

Fold Cross Validation

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On model selection and concavity for finite mixture models

2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060) ◽

10.1109/isit.2000.866621 ◽

2002 ◽

Cited By ~ 2

Author(s):

I.V. Cadez ◽

P. Smyth

Keyword(s):

Model Selection ◽

Mixture Models ◽

Finite Mixture Models ◽

Finite Mixture

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Fitting Unstructured Finite Mixture Models in Longitudinal Design: A Recommendation for Model Selection and Estimation of the Number of Classes

Structural Equation Modeling A Multidisciplinary Journal ◽

10.1080/10705511.2016.1205444 ◽

2016 ◽

Vol 23 (5) ◽

pp. 695-712 ◽

Cited By ~ 6

Author(s):

Naoya Todo ◽

Satoshi Usami

Keyword(s):

Model Selection ◽

Mixture Models ◽

Finite Mixture Models ◽

Longitudinal Design ◽

Finite Mixture ◽

Number Of Classes

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A deterministic, annealing-based approach for learning and model selection in finite mixture models

2004 IEEE International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.2004.1327146 ◽

2004 ◽

Author(s):

Qi Zhao ◽

D.J. Miller

Keyword(s):

Model Selection ◽

Mixture Models ◽

Finite Mixture Models ◽

Finite Mixture ◽

Deterministic Annealing

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The Comparison of Model Selection Criteria When Selecting Among Competing Hierarchical Linear Models

Journal of Modern Applied Statistical Methods ◽

10.22237/jmasm/1241136840 ◽

2009 ◽

Vol 8 (1) ◽

pp. 173-193 ◽

Cited By ~ 14

Author(s):

Tiffany A. Whittaker ◽

Carolyn F. Furlow

Keyword(s):

Model Selection ◽

Selection Criteria ◽

Linear Models ◽

Hierarchical Linear Models ◽

Model Selection Criteria

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