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1

Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions

Hamparsum Bozdogan

Journal:

Year:

1987

Language:

english

File:

PDF, 1.79 MB

english, 1987

2

Informational complexity criteria for regression models

Hamparsum Bozdogan, Dominique M.A. Haughton

Journal:

Computational Statistics & Data Analysis

Year:

1998

Language:

english

File:

PDF, 1.34 MB

english, 1998

3

Akaike's Information Criterion and Recent Developments in Information Complexity

Hamparsum Bozdogan

Journal:

Journal of Mathematical Psychology

Year:

2000

Language:

english

File:

PDF, 250 KB

english, 2000

4

On the information-based measure of covariance complexity and its application to the evaluation of multivariate linear models

Bozdogan, Hamparsum

Journal:

Communication in Statistics- Theory and Methods

Year:

1990

Language:

english

File:

PDF, 1.87 MB

english, 1990

5

[IEEE 2007 IEEE International Conference on Robotics and Automation - Rome, Italy (2007.04.10-2007.04.14)] Proceedings 2007 IEEE International Conference on Robotics and Automation - Sensor Selection Using Information Complexity for Multi-sensor Mobile Robot Localization

Sukumar, Sreenivas R., Bozdogan, Hamparsum, Page, David L., Koschan, Andreas F., Abidi, Mongi A.

Year:

2007

Language:

english

File:

PDF, 499 KB

english, 2007

6

Information complexity criteria for detecting influential observations in dynamic multivariate linear models using the genetic algorithm

Hamparsum Bozdogan, Peter Bearse

Journal:

Journal of Statistical Planning and Inference

Year:

2003

Language:

english

File:

PDF, 170 KB

english, 2003

7

Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function

Kartal Koc, Elcin, Bozdogan, Hamparsum

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 1.11 MB

english, 2015

8

A Novel Hybrid Dimension Reduction Technique for Undersized High Dimensional Gene Expression Data Sets Using Information Complexity Criterion for Cancer Classification

Pamukçu, Esra, Bozdogan, Hamparsum, Çalık, Sinan

Journal:

Computational and Mathematical Methods in Medicine

Year:

2015

Language:

english

File:

PDF, 1.44 MB

english, 2015

9

Spatio-temporal traffic queue detection for uninterrupted flows

Bae, Bumjoon, Liu, Yuandong, Han, Lee D., Bozdogan, Hamparsum

Journal:

Transportation Research Part B: Methodological

Year:

2019

File:

PDF, 5.07 MB

2019

10

Segmentation of High Dimensional Time-Series Data Using Mixture of Sparse Principal Component Regression Model with Information Complexity

Sun, Yaojin, Bozdogan, Hamparsum

Journal:

Year:

2020

File:

PDF, 1.67 MB

2020

11

A novel Hybrid RBF Neural Networks model as a forecaster

Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban

Journal:

Statistics and Computing

Year:

2014

Language:

english

File:

PDF, 486 KB

english, 2014

12

Supply Chain Integrity: A Key to Sustainable Supply Chain Management

Castillo, Vincent E., Mollenkopf, Diane A., Bell, John E., Bozdogan, Hamparsum

Journal:

Journal of Business Logistics

Year:

2018

Language:

english

File:

PDF, 951 KB

english, 2018

13

Convergence properties of MLE's and asymptotic simultaneous confidence intervals in fitting cardinal B-splines for density estimation

Taskin Atilgan, Hamparsum Bozdogan

Journal:

Statistics & Probability Letters

Year:

1992

Language:

english

File:

PDF, 533 KB

english, 1992

14

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach || Mixture-Model Cluster Analysis Using Model Selection Criteria and a New Informational Measure of Complexity

Bozdogan, Hamparsum, Sclove, Stanley L., Gupta, Arjun K., Haughton, D., Kitagawa, G., Ozaki, T., Tanabe, K.

Year:

1994

Language:

english

File:

PDF, 3.98 MB

english, 1994

15

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach || Information-Based Validity Functionals for Mixture Analysis

Bozdogan, Hamparsum, Sclove, Stanley L., Gupta, Arjun K., Haughton, D., Kitagawa, G., Ozaki, T., Tanabe, K.

Year:

1994

Language:

english

File:

PDF, 2.16 MB

english, 1994

16

Special Issue: The Experiment in Applied Econometrics || Empirical Econometric Modelling of Food Consumption Using a New Informational Complexity Approach

Peter M. Bearse, Hamparsum Bozdogan and Alan M. Schlottmann

Journal:

Journal of Applied Econometrics

Year:

1997

Language:

english

File:

PDF, 747 KB

english, 1997

17

[IEEE 2007 IEEE International Conference on Image Processing - San Antonio, TX, USA (2007.09.16-2007.10.19)] 2007 IEEE International Conference on Image Processing - MuFeSaC: Learning When to Use Which Feature Detector

Sukumar, Sreenivas R., Page, David L., Bozdogan, Hamparsum, Koschan, Andreas F., Abidi, Mongi A.

Year:

2007

Language:

english

File:

PDF, 720 KB

english, 2007

18

How is driving volatility related to intersection safety? A Bayesian heterogeneity-based analysis of instrumented vehicles data

Wali, Behram, Khattak, Asad J., Bozdogan, Hamparsum, Kamrani, Mohsen

Journal:

Transportation Research Part C: Emerging Technologies

Year:

2018

Language:

english

File:

PDF, 2.94 MB

english, 2018

19

Correction to “Multi-sample cluster analysis using Akaike's information criterion”

Hamparsum Bozdogan, Stanley L. Sclove

Journal:

Annals of the Institute of Statistical Mathematics

Year:

1984

File:

PDF, 15 KB

1984

20

An implicit enumeration algorithm for mining high dimensional data

Bao, Xinli, Bozdogan, Hamparsum, Chatpattananan, Vuttichai, Gilbert, Kenneth

Journal:

International Journal of Operational Research

Year:

2005

Language:

english

File:

PDF, 257 KB

english, 2005

21

Multi-sample cluster analysis using Akaike's Information Criterion

Hamparsum Bozdogan, Stanley L. Sclove

Journal:

Annals of the Institute of Statistical Mathematics

Year:

1984

Language:

english

File:

PDF, 995 KB

english, 1984

22

Ideal point discriminant analysis

Yoshio Takane, Hamparsum Bozdogan, Tadashi Shibayama

Journal:

Year:

1987

Language:

english

File:

PDF, 1.54 MB

english, 1987

23

An adjusted likelihood-ratio approach to the behrens-fisher problem

Bozdogan, Hamparsum, Ramirez, Donald E.

Journal:

Communication in Statistics- Theory and Methods

Year:

1986

Language:

english

File:

PDF, 606 KB

english, 1986

24

An adjusted likelihood-ratio algorithm for the Behrens-Fisher problem

Hamparsum Bozdogan, Donald E. Ramirez

Journal:

Statistical Papers

Year:

1987

Language:

english

File:

PDF, 477 KB

english, 1987

25

Performance of Model Selection Criteria in Bayesian Threshold VAR (TVAR) Models

Kwon, Yongjae, Bozdogan, Hamparsum, Bensmail, Halima

Journal:

Econometric Reviews

Year:

2008

Language:

english

File:

PDF, 421 KB

english, 2008

26

Hybrid kernel density estimation for discriminant analysis with information complexity and genetic algorithm

Baek, Seung H., Park, Dong-Ho, Bozdogan, Hamparsum

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 1.47 MB

english, 2016

27

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Uncertainty minimization in multi-sensor localization systems using model selection theory

Sukumar, Sreenivas R., Bozdogan, Hamparsum, Page, David L., Koschan, Andreas F., Abidi, Mongi A.

Year:

2008

Language:

english

File:

PDF, 373 KB

english, 2008

28

[IEEE 2008 15th IEEE International Conference on Image Processing - San Diego, CA, USA (2008.10.12-2008.10.15)] 2008 15th IEEE International Conference on Image Processing - Learning structurally discriminant features in 3D faces

Sukumar, Sreenivas R., Bozdogan, Hamparsum, Page, David L., Koschan, Andreas F., Abidi, Mongi A.

Year:

2008

Language:

english

File:

PDF, 200 KB

english, 2008

29

Empirical econometric modelling of food consumption using a new informational complexity approach

Peter M. Bearse, Hamparsum Bozdogan, Alan M. Schlottmann

Journal:

Journal of Applied Econometrics

Year:

1997

Language:

english

File:

PDF, 320 KB

english, 1997

30

Robust mixture model cluster analysis using adaptive kernels

Howe, J. Andrew, Bozdogan, Hamparsum

Journal:

Journal of Applied Statistics

Year:

2013

Language:

english

File:

PDF, 328 KB

english, 2013

31

UTRANS and MTRANS: Marginal and Joint Box-Cox Transformations of Multivariate Data to 'Near' Normality

Bozdogan, Hamparsum, Ramirez, Donald E.

Journal:

Multivariate Behavioral Research

Year:

1988

Language:

english

File:

PDF, 117 KB

english, 1988

32

FACAIC: Model selection algorithm for the orthogonal factor model using AIC and CAIC

Hamparsum Bozdogan, Donald E. Ramirez

Journal:

Year:

1988

Language:

english

File:

PDF, 515 KB

english, 1988

33

Handbook of Statistics (Vol. 2): Classification, Pattern Recognition and Reduction of Dimensionality.by P. R. Krishnaiah; L. Kanal

Review by: Hamparsum Bozdogan

Journal:

Journal of the American Statistical Association

Year:

1985

Language:

english

File:

PDF, 373 KB

english, 1985

34

[IEEE 2008 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Anchorage, AK, USA (2008.06.23-2008.06.28)] 2008 IEEE Conference on Computer Vision and Pattern Recognition - On handling uncertainty in the fundamental matrix for scene and motion adaptive pose recovery

Sukumar, Sreenivas R., Bozdogan, Hamparsum, Page, David L., Koschan, Andreas F., Abidi, Mongi A.

Year:

2008

Language:

english

File:

PDF, 780 KB

english, 2008

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