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    Quantile Regression in Regional Frequency Analysis: A Better Exploitation of the Available Information 

    Source: Journal of Hydrometeorology:;2016:;Volume( 017 ):;issue: 006:;page 1869
    Author(s): Ouali, D.; Chebana, F.; Ouarda, T. B. M. J.
    Publisher: American Meteorological Society
    Abstract: lassical regression models are widely used in hydrological regional frequency analysis (RFA) in order to provide quantile estimates at ungauged sites given physio-meteorological information. Since classical regression-based ...
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    Regional Frequency Analysis at Ungauged Sites with Multivariate Adaptive Regression Splines 

    Source: Journal of Hydrometeorology:;2020:;volume( 021 ):;issue: 012:;page 2777
    Author(s): Msilini, A.;Masselot, P.;Ouarda, T. B. M. J.
    Publisher: American Meteorological Society
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    A Nonstationary Extreme Value Analysis for the Assessment of Changes in Extreme Annual Wind Speed over the Gulf of St. Lawrence, Canada 

    Source: Journal of Applied Meteorology and Climatology:;2008:;volume( 047 ):;issue: 011:;page 2745
    Author(s): Hundecha, Y.; St-Hilaire, A.; Ouarda, T. B. M. J.; El Adlouni, S.; Gachon, P.
    Publisher: American Meteorological Society
    Abstract: Changes in the extreme annual wind speed in and around the Gulf of St. Lawrence (Canada) were investigated through a nonstationary extreme value analysis of the annual maximum 10-m wind speed obtained from the North American ...
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    Probabilistic Gaussian Copula Regression Model for Multisite and Multivariable Downscaling 

    Source: Journal of Climate:;2014:;volume( 027 ):;issue: 009:;page 3331
    Author(s): Ben Alaya, M. A.; Chebana, F.; Ouarda, T. B. M. J.
    Publisher: American Meteorological Society
    Abstract: tmosphere?ocean general circulation models (AOGCMs) are useful to simulate large-scale climate evolutions. However, AOGCM data resolution is too coarse for regional and local climate studies. Downscaling techniques have ...
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    Regional Frequency Analysis at Ungauged Sites with the Generalized Additive Model 

    Source: Journal of Hydrometeorology:;2014:;Volume( 015 ):;issue: 006:;page 2418
    Author(s): Chebana, F.; Charron, C.; Ouarda, T. B. M. J.; Martel, B.
    Publisher: American Meteorological Society
    Abstract: he log-linear regression model is one of the most commonly used models to estimate flood quantiles at ungauged sites within the regional frequency analysis (RFA) framework. However, hydrological processes are naturally ...
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    Probabilistic Multisite Statistical Downscaling for Daily Precipitation Using a Bernoulli–Generalized Pareto Multivariate Autoregressive Model 

    Source: Journal of Climate:;2015:;volume( 028 ):;issue: 006:;page 2349
    Author(s): Ben Alaya, M. A.; Chebana, F.; Ouarda, T. B. M. J.
    Publisher: American Meteorological Society
    Abstract: Bernoulli?generalized Pareto multivariate autoregressive (BMAR) model is proposed in this paper for multisite statistical downscaling of daily precipitation. The proposed model relies on a probabilistic framework to describe ...
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