A Bayesian model averaging approach to the dumping severity data over hierarchical log-linear models
Yıl 2009,
Cilt: 2 Sayı: 2, 82 - 88, 01.06.2009
H. Demirhan
C. Hamurkaroğlu
Kaynakça
- 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- Demirhan, H., (2004), Bayesian Estimation of The Parameters and Expected Cell Counts in Logarithmic Linear Models, Unpublished M.Sc.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- Demirhan, H., (2009), Bayesian Approaches to the Mixed Logarithmic Linear Models, Unpublished Ph.D. thesis, Hacettepe University, Institute of Natural Sciences, Ankara.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
Yıl 2009,
Cilt: 2 Sayı: 2, 82 - 88, 01.06.2009
H. Demirhan
C. Hamurkaroğlu
Öz
A r iddeti veri kümesi için hiyerar ik log-do rusal modeller üzerinden bir Bayesci model ortalama yakla m
Kaynakça
- 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.