Journal of Statisticians: Statistics and Actuarial Sciences
 
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A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models

Year 2009, Volume 2, Issue 2, 82 - 88, 01.06.2009

H. Demirhan C. Hamurkaroğlu

Abstract

Keywords

-

References

  • Agresti, A., (1984), Analysis of Ordinal Categorical Data, Wiley, New York.
  • Bishop, Y.M.M., Fienberg, S.E., Holland, P.W., (1975), Discrete Multivariate Analysis: Theory and Practice, MIT Press, London.
  • Demirhan, H., (2004), Bayesian Estimation of The Parameters and Expected Cell Counts in Logarithmic Linear Models, Unpublished M.Sc. thesis, Hacettepe University, Institute of Natural Sciences, Ankara.
  • Demirhan, H., (2009), Bayesian Approaches to the Mixed Logarithmic Linear Models, Unpublished Ph.D. thesis, Hacettepe University, Institute of Natural Sciences, Ankara.
  • Demirhan, H., Hamurkaroglu, C., (2006), Specification of hyper-parmeters for normal prior distributions induced on log-linear parameters, Hacettepe Journal of Mathematics and Statistics, 35, 1, 91-102.
  • Demirhan, H., Hamurkaroglu, C., (2009), An Application of Bayesian Model Averaging Approach to Traffic Accidents Data Over Hierarchical Log-Linear Models, Journal of Data Science, 7, 497-511.
  • Demirhan, H., Hamurkaroglu, C., (2009), Bayesian Model Averaging for Hierarchical Log-Linear Models and an Application to the Dumping Severity Data, Abstracts Book of Applied Statistics 2009 Conference, 42.
  • Draper D., (1995), Assessment and propagation of model uncertainty, Journal of the Royal Statistical Society, Ser. B, 57, 45-97.
  • Grizzle, J.E., Starmer, C.F., Koch, G.G., (1969), Analysis of categorical data by linear models, Biometrics, 25, 489-504.
  • Hodges, J.S., (1987), Uncertainty, policy analysis and statistics, Statistical Science, 2, 259-291.
  • Hoeting, J.A., Madigan, D., Raftery, A.E., Volinsky, C.T., (1999), Bayesian model averaging: A tutorial (with discussion), Statistical Science, 14, 4, 382-417.
  • King, R., Brooks, S.P., (2001), Prior induction in log-linear models for general contingency table analysis, The Annals of Statistics, 29, 3, 715-747. 7.
  • Leamer, E.E., (1978), Specification Searches: Ad Hoc Inference with Nonexperimetal Data, Wiley, New York.
  • Leighty, R.M., Johnson, W.J., (1990), A Bayesian log-linear model analysis of categorical data, Journal of Official Statistics, 6, 2, 133-155.
  • Lenonard, T., (1975), Bayesian estimation methods for two-way contingency tables, Journal of Royal Statistical Society, Ser. B, 37, 23-37.
  • Madigan, D., Raftery, A.E., (1994), Model selection and accounting for model uncertainty in graphical models using Occam's window, Journal of the American Statistical Association, 89, 1535-1546.
  • Raftery, A.E., (1995), Bayesian modelselection in social research (with discussion), Social Methodology, 111-195.
  • Raftery, A.E., (1996), Approximate Bayes factors and accounting for model uncertainty in generalised linear models, Biometrika, 83, 2, 251-266.
  • Raftery, A.E., Madigan, D., Volinsky, C.T., (1996), Accounting for model uncertainty in survival analysis improves predictive performance (with discussion)}, In Bayesian Statistics 5, J. Bernardo, J. Berger, A. Dawid and A. Smith, (eds.), Oxford Univ. Press, 323-329.
  • Roberts, H.V., (1996), Probablistic prediction, Journal of the American Statistical Association, 60, 50-62.

A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models

Year 2009, Volume 2, Issue 2, 82 - 88, 01.06.2009

H. Demirhan C. Hamurkaroğlu

Abstract

A r iddeti veri kümesi için hiyerar ik log-do rusal modeller üzerinden bir Bayesci model ortalama yakla m

Keywords

Gibbs öreklemesi algoritmas%, Markov zinciri Monte Carlo, Model seçimi, Log-do(rusal modelleme, Önsel da(%l%m, Tam ko&ullu sonsal da(%l%m

References

  • Agresti, A., (1984), Analysis of Ordinal Categorical Data, Wiley, New York.
  • Bishop, Y.M.M., Fienberg, S.E., Holland, P.W., (1975), Discrete Multivariate Analysis: Theory and Practice, MIT Press, London.
  • Demirhan, H., (2004), Bayesian Estimation of The Parameters and Expected Cell Counts in Logarithmic Linear Models, Unpublished M.Sc. thesis, Hacettepe University, Institute of Natural Sciences, Ankara.
  • Demirhan, H., (2009), Bayesian Approaches to the Mixed Logarithmic Linear Models, Unpublished Ph.D. thesis, Hacettepe University, Institute of Natural Sciences, Ankara.
  • Demirhan, H., Hamurkaroglu, C., (2006), Specification of hyper-parmeters for normal prior distributions induced on log-linear parameters, Hacettepe Journal of Mathematics and Statistics, 35, 1, 91-102.
  • Demirhan, H., Hamurkaroglu, C., (2009), An Application of Bayesian Model Averaging Approach to Traffic Accidents Data Over Hierarchical Log-Linear Models, Journal of Data Science, 7, 497-511.
  • Demirhan, H., Hamurkaroglu, C., (2009), Bayesian Model Averaging for Hierarchical Log-Linear Models and an Application to the Dumping Severity Data, Abstracts Book of Applied Statistics 2009 Conference, 42.
  • Draper D., (1995), Assessment and propagation of model uncertainty, Journal of the Royal Statistical Society, Ser. B, 57, 45-97.
  • Grizzle, J.E., Starmer, C.F., Koch, G.G., (1969), Analysis of categorical data by linear models, Biometrics, 25, 489-504.
  • Hodges, J.S., (1987), Uncertainty, policy analysis and statistics, Statistical Science, 2, 259-291.
  • Hoeting, J.A., Madigan, D., Raftery, A.E., Volinsky, C.T., (1999), Bayesian model averaging: A tutorial (with discussion), Statistical Science, 14, 4, 382-417.
  • King, R., Brooks, S.P., (2001), Prior induction in log-linear models for general contingency table analysis, The Annals of Statistics, 29, 3, 715-747. 7.
  • Leamer, E.E., (1978), Specification Searches: Ad Hoc Inference with Nonexperimetal Data, Wiley, New York.
  • Leighty, R.M., Johnson, W.J., (1990), A Bayesian log-linear model analysis of categorical data, Journal of Official Statistics, 6, 2, 133-155.
  • Lenonard, T., (1975), Bayesian estimation methods for two-way contingency tables, Journal of Royal Statistical Society, Ser. B, 37, 23-37.
  • Madigan, D., Raftery, A.E., (1994), Model selection and accounting for model uncertainty in graphical models using Occam's window, Journal of the American Statistical Association, 89, 1535-1546.
  • Raftery, A.E., (1995), Bayesian modelselection in social research (with discussion), Social Methodology, 111-195.
  • Raftery, A.E., (1996), Approximate Bayes factors and accounting for model uncertainty in generalised linear models, Biometrika, 83, 2, 251-266.
  • Raftery, A.E., Madigan, D., Volinsky, C.T., (1996), Accounting for model uncertainty in survival analysis improves predictive performance (with discussion)}, In Bayesian Statistics 5, J. Bernardo, J. Berger, A. Dawid and A. Smith, (eds.), Oxford Univ. Press, 323-329.
  • Roberts, H.V., (1996), Probablistic prediction, Journal of the American Statistical Association, 60, 50-62.

Details

Primary Language Turkish
Journal Section Articles
Authors

H. Demirhan This is me

C. Hamurkaroğlu This is me

Publication Date June 1, 2009
Published in Issue Year 2009, Volume 2, Issue 2

Cite

Bibtex @ { jssa123869, journal = {İstatistikçiler Dergisi:İstatistik ve Aktüerya}, issn = {1308-0539}, eissn = {1308-0539}, address = {}, publisher = {Aktüerya Derneği}, year = {2009}, volume = {2}, number = {2}, pages = {82 - 88}, title = {A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models}, key = {cite}, author = {Demirhan, H. and Hamurkaroğlu, C.} }
APA Demirhan, H. & Hamurkaroğlu, C. (2009). A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models . İstatistikçiler Dergisi:İstatistik ve Aktüerya , 2 (2) , 82-88 . Retrieved from https://dergipark.org.tr/en/pub/jssa/issue/10041/123869
MLA Demirhan, H. , Hamurkaroğlu, C. "A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models" . İstatistikçiler Dergisi:İstatistik ve Aktüerya 2 (2009 ): 82-88 <https://dergipark.org.tr/en/pub/jssa/issue/10041/123869>
Chicago Demirhan, H. , Hamurkaroğlu, C. "A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models". İstatistikçiler Dergisi:İstatistik ve Aktüerya 2 (2009 ): 82-88
RIS TY - JOUR T1 - A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models AU - H.Demirhan, C.Hamurkaroğlu Y1 - 2009 PY - 2009 N1 - DO - T2 - İstatistikçiler Dergisi:İstatistik ve Aktüerya JF - Journal JO - JOR SP - 82 EP - 88 VL - 2 IS - 2 SN - 1308-0539-1308-0539 M3 - UR - Y2 - 2023 ER -
EndNote %0 Journal of Statisticians: Statistics and Actuarial Sciences A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models %A H. Demirhan , C. Hamurkaroğlu %T A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models %D 2009 %J İstatistikçiler Dergisi:İstatistik ve Aktüerya %P 1308-0539-1308-0539 %V 2 %N 2 %R %U
ISNAD Demirhan, H. , Hamurkaroğlu, C. . "A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models". İstatistikçiler Dergisi:İstatistik ve Aktüerya 2 / 2 (June 2009): 82-88 .
AMA Demirhan H. , Hamurkaroğlu C. A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models. JSSA. 2009; 2(2): 82-88.
Vancouver Demirhan H. , Hamurkaroğlu C. A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models. İstatistikçiler Dergisi:İstatistik ve Aktüerya. 2009; 2(2): 82-88.
IEEE H. Demirhan and C. Hamurkaroğlu , "A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models", İstatistikçiler Dergisi:İstatistik ve Aktüerya, vol. 2, no. 2, pp. 82-88, Jun. 2009