[1] |
Bell, M. L., McDermott, A., Zeger, S. L., Samet, J. M., & Dominici, F. (2004). Ozone and short‐term mortality in 95 us urban communities, 1987‐2000. The Journal of the American Medical Association, 292(19), 2372-2378. |
[2] |
US EPA. (2006). Air quality criteria for ozone and related photochemical oxidants (Final). U.S. Environmental Protection Agency, Washington, DC. EPA/600/R‐05/004aF‐cF. |
[3] |
Wilson, A., Rappold, A. G., Neas, L. M., & Reich, B. J. (2014). Modeling the effect of temperature on ozone‐related mortality. Annals of Applied Statistics, 8((3), 1728-1749. DOI:10.1214/14‐AOAS754 · Zbl 1304.62140 |
[4] |
Jacob, D. J., & Winner, D. A. (2009). Effect of climate change on air quality. Atmospheric Environment, 43(1), 51-63. |
[5] |
Cooley, D., Nychka, D., & Naveau, P. (2007). Bayesian spatial modeling of extreme precipitation return levels. Journal of the American Statistical Association, 102(479), 824-840. · Zbl 1469.62389 |
[6] |
Dyrrdal, A. V., Lenkoski, A., Thorarinsdottir, T. L., & Stordal, F. (2015). Bayesian hierarchical modeling of extreme hourly precipitation in Norway. Environmetrics, 26(2), 89-106. · Zbl 1525.62105 |
[7] |
Sang, H., & Gelfand, A. E. (2009). Hierarchical modeling for extreme values observed over space and time. Environmental and Ecological Statistics, 16(3), 407-426. |
[8] |
Kabluchko, Z., Schlather, M., & De Haan, L. (2009). Stationary max‐stable fields associated to negative definite functions. The Annals of Probability, 37(5), 2042-2065. · Zbl 1208.60051 |
[9] |
Ferreira, A., & De Haan, L. (2014). The generalized Pareto process; with a view towards application and simulation. Bernoulli, 20(4), 1717-1737. · Zbl 1312.60068 |
[10] |
Beirlant, J., Goegebeur, Y., Segers, J., Teugels, J., Waal, D. D., & Ferro, C. (2004). Statistics of extremes: theory and applications. New York: Wiley. · Zbl 1070.62036 |
[11] |
Resnick, S. (2007). Heavy‐tail phenomena: probabilistic and statistical modeling, Springer Series in Operations Research and Financial Engineering. New York: Springer. · Zbl 1152.62029 |
[12] |
Ledford, A. W., & Tawn, J. A. (1996). Statistics for near independence in multivariate extreme values. Biometrika, 83, 169-187. · Zbl 0865.62040 |
[13] |
Davis, R., & Mikosch, T. (2009). The extremogram: A correlogram for extreme events. Bernoulli, 15(4), 977-1009. · Zbl 1200.62104 |
[14] |
Schlather, M., & Tawn, J. (2003). A dependence measure for multivariate and spatial extreme values: Properties and inference. Biometrika, 90, 139-156. · Zbl 1035.62045 |
[15] |
Russell, B. T., Cooley, D. S., Porter, W. C., Reich, B. J., & Heald, C. L. (2015). Data mining to investigate the meteorological drivers for extreme ground level ozone events. Annals of Applied Statistics. Accepted, xx:xx. Preprint: arXiv:1504.08080. · Zbl 1391.62278 |
[16] |
Mesinger, F., DiMego, G., Kalnay, E., Mitchell, K., Shafran, P. C., Ebisuzaki, W., ... Shi, W. (2006). North American Regional Reanalysis. Bulletin of the American Meteorological Society, 87(3), 343-360. |
[17] |
Porter, W. C., Heald, C. L., Cooley, D., & Russell, B. (2015). Investigating the observed sensitivities of air quality extremes to meteorological drivers via quantile regression. Atmospheric Chemistry and Physics Discussions, 15(10), 14075-14109. |
[18] |
Russell, B. T., Cooley, D. S., Porter, W. C., & Heald, C. L. (2016). Supplementary material for modeling the spatial behavior of the meteorological drivers’ effects on extreme ozone. |
[19] |
Tai, A. P. K, Mickley, L. J., & Jacob, D. J. (2010). Correlations between fine particulate matter (pm_2.5) and meteorological variables in the united states: Implications for the sensitivity of pm_2.5 to climate change. Atmospheric Environment, 44(32), 3976-3984. |
[20] |
YangX., Gubian, S., Suomela, B., & Hoeng, J. (2013). Generalized simulated annealing for global optimization: The GenSA package. The R Journal, 5(1), 13-29. |
[21] |
R Core Team. (2013). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. |
[22] |
Givens, G. H., & Hoeting, J. A. (2005). Computational statistics. Hoboken, New Jersey: John Wiley & Sons. · Zbl 1079.62001 |
[23] |
Wackernagel, H. (2003). Multivariate geostatistics. New York: Springer Science & Business Media. · Zbl 1015.62128 |
[24] |
Finley, A. O., Banerjee, S., Ek, A. R., & McRoberts, R. E. (2008). Bayesian multivariate process modeling for prediction of forest attributes. Journal of Agricultural, Biological, and Environmental Statistics, 13(1), 60-83. · Zbl 1306.62272 |