Bayesian Method in Linear Model and Constant Time Series Model Using Non- Informative Prior Under Phenology

Authors

  • Vijay Kumar Pandey Research Scholar in Department of Statistics, University of Lucknow, India-226007
  • Rajeev Ppandey Professor, Department of Statistics, University of Lucknow, India-226007
  • Mayank Trivedi Research Scholar in Department of Statistics, University of Lucknow, India-226007

DOI:

https://doi.org/10.15415/mjis.2015.32016

Keywords:

Bayesian Analysis, Linear Model, Constant Time Series Model, Phenology, Non-Informative Prior

Abstract

Climate Change is very recent topic at global level for discussion for all of us. Phenology is one of the main bio- indicators to track climate change effects on ecosystem. The present study is devoted to derive results of coherent interest in the field of phenology from Bayesian point of view. In this paper we have developed the phenological probability models using linear model and constant time series model. The comparison of both the models has also been done using the concept of residual sum of square and Bayes’ factor.

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References

Berliner, L.M., (2000): Bayesian Climate Change Assesment, Jour. Climate, [3805-3820, 13].

Dose, V. and Menzel, A. (2004): Bayesian Analysis of Climate Change Impacts in Phenology, Global Change Biol., [ 259-272, 17]. http://dx.doi.org/10.1111/j.1529-8817.2003.00731.x

Kass, R.E. and Raftery, A.E.(1995): Bayes Factor and Model Uncertainty, J StatistAssoc. [773-795, 90].

Leroy, S.S. (1998): Detecting Climate Signals: Some Bayesian Aspects, Jour. of Climate [640-651, 11]. http://dx.doi.org/10.1175/1520-0442(1998)011<0640:DCSSBA>2.0.CO;2

Menzel, A. (2002): Phenology: Its Importance to the Global Change Community, Jour. Climatic Change [379-385, 54].

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Published

2015-03-30

How to Cite

Vijay Kumar Pandey, Rajeev Ppandey, and Mayank Trivedi. 2015. “Bayesian Method in Linear Model and Constant Time Series Model Using Non- Informative Prior Under Phenology”. Mathematical Journal of Interdisciplinary Sciences 3 (2):183-91. https://doi.org/10.15415/mjis.2015.32016.

Issue

Vol. 3 No. 2 (2015)

Section

Articles

License

 

Articles in Mathematical Journal of Interdisciplinary Sciences (Math. J. Interdiscip. Sci.) by Chitkara University Publications are Open Access articles that are published with licensed under a Creative Commons Attribution- CC-BY 4.0 International License. Based on a work at https://mjis.chitkara.edu.in. This license permits one to use, remix, tweak and reproduction in any medium, even commercially provided one give credit for the original creation.

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Creative Commons License Mathematical Journal of Interdisciplinary Sciences by Chitkara University Publications is licensed under a Creative Commons Attribution 4.0 International License. Based on a work at https://mjis.chitkara.edu.in
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