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A Model Selection Approach in Statistical Modeling

Year 2010, Volume: 39 Issue: 1, 131 - 135, 01.01.2010

References

  • Box, G. E. P. Robustness in the strategy of scientific model building, In Launer, R. L. & Wilkinson, G. N. (eds.) Robustness in Statistics (Academic Press, New York, 1979).
  • Gelfand, A. E. and Ghosh, S. K. Model choice: A minimum posterior predictive loss approach, Biometrika 85, 1–11, 1998.
  • Gelfand, A. E. and Dey, D. K. Bayesian Model Choice: Asymptotics and Exact Calculations, J. R. Statist. Soc. B 56, 501-514, 1994.
  • Gelman, A., Carlin, J. and Stern, A. Bayesian Data Analysis (Chapman & Hall, 2003).
  • Goutis, C. and Robert, C. P. Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections, Biometrika 85, 29–37, 1998.
  • Hodges, J. S. and Sargent D. J. Counting degrees of freedom in hierarchical and other richly- parameterised models, Biometrika 88, 367–379, 2001.
  • Kass, R. E. and Raftery, A. E. Bayes Factors, J. Am. Statist. Assoc. 90, 773–95, 1995.
  • O’Hagan, A. Kendall’s Advanced Theory of Statistics. Volume 2B. Bayesian Inference (Arnold, London, 1994)
  • Spiegelhalter, D., Thomas, D., Best, N. and Carlin, B. P. Bayesian deviance, the effective number of parameters, and the comparison of arbitrarily complex models, J. R. Statist. Soc. B., 35–42, 1998.

A Model Selection Approach in Statistical Modeling

Year 2010, Volume: 39 Issue: 1, 131 - 135, 01.01.2010

References

  • Box, G. E. P. Robustness in the strategy of scientific model building, In Launer, R. L. & Wilkinson, G. N. (eds.) Robustness in Statistics (Academic Press, New York, 1979).
  • Gelfand, A. E. and Ghosh, S. K. Model choice: A minimum posterior predictive loss approach, Biometrika 85, 1–11, 1998.
  • Gelfand, A. E. and Dey, D. K. Bayesian Model Choice: Asymptotics and Exact Calculations, J. R. Statist. Soc. B 56, 501-514, 1994.
  • Gelman, A., Carlin, J. and Stern, A. Bayesian Data Analysis (Chapman & Hall, 2003).
  • Goutis, C. and Robert, C. P. Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections, Biometrika 85, 29–37, 1998.
  • Hodges, J. S. and Sargent D. J. Counting degrees of freedom in hierarchical and other richly- parameterised models, Biometrika 88, 367–379, 2001.
  • Kass, R. E. and Raftery, A. E. Bayes Factors, J. Am. Statist. Assoc. 90, 773–95, 1995.
  • O’Hagan, A. Kendall’s Advanced Theory of Statistics. Volume 2B. Bayesian Inference (Arnold, London, 1994)
  • Spiegelhalter, D., Thomas, D., Best, N. and Carlin, B. P. Bayesian deviance, the effective number of parameters, and the comparison of arbitrarily complex models, J. R. Statist. Soc. B., 35–42, 1998.
There are 9 citations in total.

Details

Primary Language Turkish
Journal Section Mathematics
Authors

Turhan Mentes This is me

Publication Date January 1, 2010
Published in Issue Year 2010 Volume: 39 Issue: 1

Cite

APA Mentes, T. (2010). A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics, 39(1), 131-135.
AMA Mentes T. A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics. January 2010;39(1):131-135.
Chicago Mentes, Turhan. “A Model Selection Approach in Statistical Modeling”. Hacettepe Journal of Mathematics and Statistics 39, no. 1 (January 2010): 131-35.
EndNote Mentes T (January 1, 2010) A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics 39 1 131–135.
IEEE T. Mentes, “A Model Selection Approach in Statistical Modeling”, Hacettepe Journal of Mathematics and Statistics, vol. 39, no. 1, pp. 131–135, 2010.
ISNAD Mentes, Turhan. “A Model Selection Approach in Statistical Modeling”. Hacettepe Journal of Mathematics and Statistics 39/1 (January 2010), 131-135.
JAMA Mentes T. A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics. 2010;39:131–135.
MLA Mentes, Turhan. “A Model Selection Approach in Statistical Modeling”. Hacettepe Journal of Mathematics and Statistics, vol. 39, no. 1, 2010, pp. 131-5.
Vancouver Mentes T. A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics. 2010;39(1):131-5.