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Article

Analysis of the extreme and records values for temperature and precipitation in Lebanon

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References

  • Abramowitz, M., and S. Irene. 1970. Handbook of Mathematical Functions, Graphs, and Mathematical Tables. New York: Wiley.
  • Arnold, B. C., N. Balakrishnan, and H. N. Nagaraja., 2011. Records. New York: Wiley.
  • Arnold, B. C., and J. A. Villaseñor. 1999. “The Asymptotic Distributions of Sums of Records.” Extremes 1 (3):351–63. doi: 10.1023/A:1009933902505.
  • Balkema, A. A., and L. de Haan. 1974. “Residual Life Time at Great Age.” The Annals of Probability 2 (5):792–804. doi: 10.1214/aop/1176996548.
  • Ballerini, R., and S. I. Resnick. 1987. “Embedding Sequences of Successive Maxima in Extremal Processes, with Applications.” Journal of Applied Probability 24 (4):827–37. doi: 10.2307/3214208.
  • Chandler, K. N. 1952. “The Distribution and Frequency of Record Values.” Journal of the Royal Statistical Society: Series B (Methodological) 14 (2):220–28. doi: 10.1111/j.2517-6161.1952.tb00115.x.
  • Cheddadi, R., and C. Khater. 2016. “Climate Change since the Last Glacial Period in Lebanon and the Persistence of Mediterranean Species.” Quaternary Science Reviews 150:146–57. doi: 10.1016/j.quascirev.2016.08.010.
  • Claeskens, G., and N. L. Hjort. 2008. Model Selection and Model Averaging. Cambridge Books. Cambridge: Cambridge University Press.
  • Cooley, D. 2009. “Extreme Value Analysis and the Study of Climate Change: A Commentary on Wigley 1988.” Climatic Change 97 (1–2):77–83. doi: 10.1007/s10584-009-9627-x.
  • Dargahi-Noubary, G. R. 1990. “Seismic Hazard Assessment Using the Theory of Records.” Natural Hazards 3 (2):161–71. doi: 10.1007/BF00140430.
  • De Vries, A. J., E. Tyrlis, D. Edry, S. O. Krichak, B. Steil, and J. Lelieveld. 2013. “Extreme Precipitation Events in the Middle East: Dynamics of the Active Red Sea Trough.” Journal of Geophysical Research: Atmospheres 118 (13):7087–108. doi: 10.1002/jgrd.50569.
  • Fisher, R. A., and L. H. C. Tippett. 1928. “Limiting Forms of the Frequency Distribution of the Largest or Smallest Member of a Sample.” Mathematical Proceedings of the Cambridge Philosophical Society 24 (2):180–90. doi: 10.1017/S0305004100015681.
  • Giorgi, F., and P. Lionello. 2008. “Climate Change Projections for the Mediterranean Region.” Global and Planetary Change 63 (2–3):90–104. doi: 10.1016/j.gloplacha.2007.09.005.
  • Gnedenko, B. 1943. “Sur La Distribution Limite Du Terme Maximum D’Une Serie Aleatoire.” The Annals of Mathematics 44 (3):423–53. doi: 10.2307/1968974.
  • Grassi, B., G. Redaelli, and G. Visconti. 2013. “Arctic Sea Ice Reduction and Extreme Climate Events over the Mediterranean Region.” Journal of Climate 26 (24):10101–10. doi: 10.1175/JCLI-D-12-00697.1.
  • Gulati, S., F. George, and B. M. Golam Kibria. 2019. “Analysis of Hurricane Extremes and Record Values in the Atlantic.” Communications in Statistics: Case Studies, Data Analysis and Applications 5 (2):101–10. doi: 10.1080/23737484.2019.1579681.
  • Harrell, F. E. 2001. Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis. New York: Springer.
  • Hoayek, A. S., G. R. Ducharme, and Z. Khraibani. 2017. “Distribution-Free Inference in Record Series.” Extremes 20 (3):585–603. doi: 10.1007/s10687-017-0283-7.
  • Khraibani, Z., H. M. Badran, and H. Khraibani. 2011. “Records Method for the Natural Disasters Application to the Storm Events.” Journal of Environmental Science and Engineering 5 (5):643–51. doi: 10.17265/1934-8932/2011.05.016.
  • Khraibani, Z., C. Jacob, C. Ducrot, M. Charras-Garrido, and C. Sala. 2015. “A Non Parametric Exact Test Based on the Number of Records for an Early Detection of Emerging Events: Illustration in Epidemiology.” Communications in Statistics—Theory and Methods 44 (4):726–49. doi: 10.1080/03610926.2013.799695.
  • Kitsos, C. P., T. A. Oliveira, A. Rigas, and S. Gulati. 2015. Theory and Practice of Risk Assessment: ICRA 5, Tomar, Portugal, 2013. Vol. 136 of Springer Proceedings in Mathematics & Statistics. Cham: Springer.
  • Kunkel, K. E., R. A. Pielke, and S. A. Changnon. 1999. “Temporal Fluctuations in Weather and Climate Extremes That Cause Economic and Human Health Impacts: A Review.” Bulletin of the American Meteorological Society 80 (6):1077–98. doi: 10.1175/1520-0477.
  • Lee, C.-F., and J. C. Lee. 2015. Handbook of Financial Econometrics and Statistics. New York: Springer.
  • Lelieveld, J., Y. Proestos, P. Hadjinicolaou, M. Tanarhte, E. Tyrlis, and G. Zittis. 2016. “Strongly Increasing Heat Extremes in the Middle East and North Africa (MENA) in the 21st Century.” Climatic Change 137 (1–2):245–60. doi: 10.1007/s10584-016-1665-6.
  • Lenderink, G., and E. van Meijgaard. 2008. “Increase in Hourly Precipitation Extremes beyond Expectations from Temperature Changes.” Nature Geoscience 1 (8):511–14. doi: 10.1038/ngeo262.
  • Linder, R. S. 2004. “Parametric and Nonparametric Inference from Record-Breaking Data.” Journal of the American Statistical Association 99 (465):297–97. doi: 10.1198/jasa.2004.s321.
  • Lionello, P., F. Dalan, and E. Elvini. 2002. “Cyclones in the Mediterranean Region: The Present and the Doubled CO2 Climate Scenarios.” Climate Research 22:147–59. doi: 10.3354/cr022147.
  • Lionello, P., P. Malanotte-Rizzoli, R. Boscolo, P. Alpert, V. Artale, L. Li, J. Luterbacher, W. May, R. Trigo, M. Tsimplis, et al. 2006. “The Mediterranean Climate: An Overview of the Main Characteristics and Issues.” In Mediterranean, edited by P. Lionello, P. Malanotte-Rizzoli, and R. Boscolo, 1–26. Amsterdam: Elsevier.
  • Milly, P. C. D., R. T. Wetherald, K. A. Dunne, and T. L. Delworth. 2002. “Increasing Risk of Great Floods in a Changing Climate.” Nature 415 (6871):514–17. doi: 10.1038/415514a.
  • Mullainathan, S., and J. Spiess. 2017. “Machine Learning: An Applied Econometric Approach.” Journal of Economic Perspectives 31 (2):87–106. doi: 10.1257/jep.31.2.87.
  • Pickands, J. I. 1975. “Statistical Inference Using Extreme Value Order Statistics.” The Annals of Statistics 3 (1):119–31.
  • Sánchez, E., C. Gallardo, M. A. Gaertner, A. Arribas, and M. Castro. 2004. “Future Climate Extreme Events in the Mediterranean Simulated by a Regional Climate Model: A First Approach.” Global and Planetary Change 44 (1–4):163–80. doi: 10.1016/j.gloplacha.2004.06.010.
  • Sneh, G., G. Florence, B. M. Golam Kibria, S. Hamid, S. Cocke, and J.-P. Pinelli. 2017. “Probable Maximum Loss for the Florida Public Hurricane Loss Model: Comparison.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 3:4017009. doi: 10.1061/AJRUA6.0000913.
  • Wigley, T. M. L. 2009. “The Effect of Changing Climate on the Frequency of Absolute Extreme Events.” Climatic Change 97 (1–2):67–76. doi: 10.1007/s10584-009-9654-7.
  • Witten, I. H., E. Frank, M. A. Hall, and C. J. Pal. 2016. Data Mining: Practical Machine Learning Tools and Techniques, 1–621. Cambridge, MA: Morgan Kaufmann.
  • World Bank. 2019. “Retrieved from Country Data.” Accessed July 2019. http://data.worldbank.org/country/lebanon.
  • Zhang, X., E. Aguilar, S. Sensoy, H. Melkonyan, U. Tagiyeva, N. Ahmed, N. Kutaladze, F. Rahimzadeh, A. Taghipour, T. H. Hantosh, et al. 2005. “Trends in Middle East Climate Extreme Indices from 1950 to 2003.” Journal of Geophysical Research 110 (D22):1–12. doi: 10.1029/2005JD006181.
  • Zwiers, F. W., and V. V. Kharin. 1998. “Changes in the Extremes of the Climate Simulated by CGC GCM2 under CO2 Doubling.” Journal of Climate 11 (9):2200–22. doi: 10.1175/1520-0442.

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