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A Model Selection Approach in Statistical Modeling

Year 2010, Volume: 39 Issue: 1, 131 - 135, 01.01.2010
https://izlik.org/JA86DG94XM

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
https://izlik.org/JA86DG94XM

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
Authors

Turhan Mentes This is me

Publication Date January 1, 2010
IZ https://izlik.org/JA86DG94XM
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. https://izlik.org/JA86DG94XM
AMA 1.Mentes T. A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics. 2010;39(1):131-135. https://izlik.org/JA86DG94XM
Chicago Mentes, Turhan. 2010. “A Model Selection Approach in Statistical Modeling”. Hacettepe Journal of Mathematics and Statistics 39 (1): 131-35. https://izlik.org/JA86DG94XM.
EndNote Mentes T (January 1, 2010) A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics 39 1 131–135.
IEEE [1]T. Mentes, “A Model Selection Approach in Statistical Modeling”, Hacettepe Journal of Mathematics and Statistics, vol. 39, no. 1, pp. 131–135, Jan. 2010, [Online]. Available: https://izlik.org/JA86DG94XM
ISNAD Mentes, Turhan. “A Model Selection Approach in Statistical Modeling”. Hacettepe Journal of Mathematics and Statistics 39/1 (January 1, 2010): 131-135. https://izlik.org/JA86DG94XM.
JAMA 1.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, Jan. 2010, pp. 131-5, https://izlik.org/JA86DG94XM.
Vancouver 1.Turhan Mentes. A Model Selection Approach in Statistical Modeling. Hacettepe Journal of Mathematics and Statistics [Internet]. 2010 Jan. 1;39(1):131-5. Available from: https://izlik.org/JA86DG94XM