Exact Fisher Information of Generalized Dirichlet Multinomial Distribution for Count Data Modeling

Information Sciences ◽

10.1016/j.ins.2021.11.083 ◽

2021 ◽

Author(s):

Fatma Najar ◽

Nizar Bouguila

Keyword(s):

Fisher Information ◽

Multinomial Distribution ◽

Data Modeling ◽

Generalized Dirichlet

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Frequency of Change Orders in Highway Construction Using Alternate Count-Data Modeling Methods

Journal of Construction Engineering and Management ◽

10.1061/(asce)co.1943-7862.0000198 ◽

2010 ◽

Vol 136 (8) ◽

pp. 886-893 ◽

Author(s):

Panagiotis Ch. Anastasopoulos ◽

Samuel Labi ◽

Abhishek Bhargava ◽

Claire Bordat ◽

Fred L. Mannering

Keyword(s):

Highway Construction ◽

Data Modeling ◽

Change Orders ◽

Modeling Methods

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Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2007.190726 ◽

2008 ◽

Vol 20 (4) ◽

pp. 462-474 ◽

Author(s):

N. Bouguila

Keyword(s):

Generalized Dirichlet

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A New Utility-Consistent Econometric Approach to Multivariate Count Data Modeling

Journal of Applied Econometrics ◽

10.1002/jae.2405 ◽

2014 ◽

Vol 30 (5) ◽

pp. 806-825 ◽

Author(s):

Chandra R. Bhat ◽

Rajesh Paleti ◽

Marisol Castro

Keyword(s):

Data Modeling ◽

Econometric Approach

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A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34481-7_41 ◽

2012 ◽

pp. 332-340 ◽

Author(s):

Ali Shojaee Bakhtiari ◽

Nizar Bouguila

Keyword(s):

Statistical Model ◽

Image Classification ◽

Data Modeling ◽

Hierarchical Statistical Model

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A new infinitely divisible discrete distribution with applications to count data modeling

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1433847 ◽

2018 ◽

Vol 48 (6) ◽

pp. 1401-1416 ◽

Author(s):

Deepesh Bhati ◽

Hassan S. Bakouch

Keyword(s):

Data Modeling ◽

Discrete Distribution ◽

Infinitely Divisible

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Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional Data Modeling

Advanced Information Systems Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-319-11656-3_7 ◽

2014 ◽

pp. 71-82 ◽

Author(s):

Elise Epaillard ◽

Nizar Bouguila

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Data Modeling ◽

Dirichlet Mixtures ◽

Proportional Data ◽

Generalized Dirichlet

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A Novel Scaled dirichlet-based statistical framework for count data modeling: Unsupervised learning and exponential approximation

Pattern Recognition ◽

10.1016/j.patcog.2019.05.038 ◽

2019 ◽

Vol 95 ◽

pp. 36-47 ◽

Author(s):

Nuha Zamzami ◽

Nizar Bouguila

Keyword(s):

Unsupervised Learning ◽

Data Modeling ◽

Exponential Approximation ◽

Statistical Framework

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Count Data Modeling and Classification Using Finite Mixtures of Distributions

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2010.2091428 ◽

2011 ◽

Vol 22 (2) ◽

pp. 186-198 ◽

Author(s):

Nizar Bouguila

Keyword(s):

Data Modeling ◽

Finite Mixtures ◽

Mixtures Of Distributions

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A Dirichlet Process Mixture of Generalized Dirichlet Distributions for Proportional Data Modeling

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2009.2034851 ◽

2010 ◽

Vol 21 (1) ◽

pp. 107-122 ◽

Author(s):

N. Bouguila ◽

D. Ziou

Keyword(s):

Dirichlet Process ◽

Data Modeling ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Proportional Data ◽

Generalized Dirichlet

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A Novel Finite Mixture Model for Count Data Modeling

2007 IEEE International Conference on Signal Processing and Communications ◽

10.1109/icspc.2007.4728244 ◽

2007 ◽

Author(s):

Nizar Bouguila

Keyword(s):

Mixture Model ◽

Data Modeling ◽

Finite Mixture Model ◽

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