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References

This bibliography consolidates the references cited by the BestFit API documentation. Page-local reference sections use the same IEEE-style numeric format.

Flood Frequency and Hydrology

[1] Interagency Advisory Committee on Water Data, Guidelines for Determining Flood Flow Frequency, Bulletin 17C, U.S. Geological Survey, 2019.

[2] J. R. M. Hosking and J. R. Wallis, Regional Frequency Analysis: An Approach Based on L-Moments. Cambridge, U.K.: Cambridge University Press, 1997.

[3] V. T. Chow, D. R. Maidment, and L. W. Mays, Applied Hydrology. New York, NY, USA: McGraw-Hill, 1988.

Bayesian Estimation and MCMC

[4] A. Gelman, J. B. Carlin, H. S. Stern, D. B. Dunson, A. Vehtari, and D. B. Rubin, Bayesian Data Analysis, 3rd ed. Boca Raton, FL, USA: CRC Press, 2013.

[5] C. J. F. ter Braak and J. A. Vrugt, "Differential Evolution Markov Chain with snooker updater and fewer chains," Statistics and Computing, vol. 18, no. 4, pp. 435-446, 2008.

[6] A. Vehtari, A. Gelman, and J. Gabry, "Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC," Statistics and Computing, vol. 27, no. 5, pp. 1413-1432, 2017.

Extreme Values and Model Averaging

[7] S. Coles, An Introduction to Statistical Modeling of Extreme Values. London, U.K.: Springer, 2001.

[8] K. P. Burnham and D. R. Anderson, Model Selection and Multimodel Inference, 2nd ed. New York, NY, USA: Springer, 2002.

[9] G. McLachlan and D. Peel, Finite Mixture Models. New York, NY, USA: Wiley, 2000.

Copulas and Bivariate Analysis

[10] R. B. Nelsen, An Introduction to Copulas, 2nd ed. New York, NY, USA: Springer, 2006.

[11] H. Joe, Multivariate Models and Dependence Concepts. London, U.K.: Chapman and Hall, 1997.

Rating Curves

[12] S. E. Rantz et al., Measurement and Computation of Streamflow: Volume 2. Computation of Discharge, U.S. Geological Survey Water-Supply Paper 2175, 1982.

[13] J. Le Coz, B. Renard, L. Bonnifait, F. Branger, and R. Le Boursicaud, "Combining hydraulic knowledge and uncertain gaugings in the estimation of hydrometric rating curves: A Bayesian approach," Journal of Hydrology, vol. 509, pp. 573-587, 2014.

Diagnostics

[14] R. D. Cook, "Detection of influential observation in linear regression," Technometrics, vol. 19, no. 1, pp. 15-18, 1977.

[15] B. C. Wei, Y. Q. Hu, and W. K. Fung, "Generalized leverage and its applications," Scandinavian Journal of Statistics, vol. 25, no. 1, pp. 25-36, 1998.