Search Results - "El Adlouni, Salaheddine"

Multivariate hydrological frequency analysis using copulas by Favre, Anne-Catherine, El Adlouni, Salaheddine, Perreault, Luc, Thiémonge, Nathalie, Bobée, Bernard

“…This article presents the modeling of multivariate extreme values using copulas. Our approach allows us to model the dependence structure independently of the…”
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Joint Bayesian model selection and parameter estimation of the generalized extreme value model with covariates using birth-death Markov chain Monte Carlo by El Adlouni, Salaheddine, Ouarda, Taha B.M.J

“…This paper describes Bayesian estimation of the parameters of the generalized extreme value (GEV) model with covariates. For this model the parameters of the…”
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Spatial variability of climate effects on ischemic heart disease hospitalization rates for the period 1989-2006 in Quebec, Canada by Bayentin, Lampouguin, El Adlouni, Salaheddine, Ouarda, Taha B M J, Gosselin, Pierre, Doyon, Bernard, Chebana, Fateh

“…Studies have suggested an association between climate variables and circulatory diseases. The short-term effect of climate conditions on the incidence of…”
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Quantile regression C-vine copula model for spatial extremes by El Adlouni, Salaheddine

“…A spatial quantile regression model is proposed to estimate the quantile curve for a given probability of non-exceedance, as function of locations and…”
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Mixture Probability Models with Covariates: Applications in Estimating Risk of Hydroclimatic Extremes by Yousfi, Nawres, El Adlouni, Salaheddine, Papalexiou, Simon Michael, Gachon, Philippe

“…AbstractModeling of extreme events is important in many scientific fields, including environmental and civil engineering, and impacts and risk assessments…”
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Climate change impacts on extreme precipitation in Morocco by Tramblay, Yves, Badi, Wafae, Driouech, Fatima, El Adlouni, Salaheddine, Neppel, Luc, Servat, Eric

“…Morocco is a North African country highly vulnerable to extreme precipitation events. In the present study, past trends in extreme precipitation and future…”
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Regularized Bayesian estimation for GEV-B-splines model by Yousfi, Nawres, Adlouni, Salaheddine El

“…Large observed datasets are not stationary and/or depend on covariates, especially, in the case of extreme hydrometeorological variables. This causes the…”
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Regularized Bayesian quantile regression by Adlouni, Salaheddine El, Salaou, Garba, St-Hilaire, André

“…A number of nonstationary models have been developed to estimate extreme events as function of covariates. A quantile regression (QR) model is a statistical…”
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Atmospheric Predictors for Annual Maximum Precipitation in North Africa by Nasri, Bouchra, Tramblay, Yves, El Adlouni, Salaheddine, Hertig, Elke, Ouarda, Taha B. M. J.

“…The high precipitation variability over North Africa presents a major challenge for the population and the infrastructure in the region. The last decades have…”
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Mixed estimation methods for Halphen distributions with applications in extreme hydrologic events by Chebana, Fateh, Adlouni, Salaheddine El, Bobée, Bernard

“…The Halphen family of distributions is a flexible and complete system to fit sets of observations independent and identically distributed. Recently, it is…”
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Effects of climate on West Nile Virus transmission risk used for public health decision-making in Quebec by El Adlouni, Salaheddine, Beaulieu, Claudie, Ouarda, Taha B M J, Gosselin, Pierre L, Saint-Hilaire, André

“…In 2002, major human epidemics of West Nile Virus (WNV) were reported in five cities in the North East region of North America. The present analysis examines…”
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Estimating the snow water equivalent on the Gatineau catchment using hierarchical Bayesian modelling by Seidou, Ousmane, Fortin, Vincent, St-Hilaire, André, Favre, Anne-Catherine, Adlouni, Salaheddine El, Bobée, Bernard

“…One of the most important parameters for spring runoff forecasting is the snow water equivalent on the watershed, often estimated by kriging using in situ…”
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Correcting confidence intervals for quantiles of a heavy-tailed distribution: Case of the two-parameter Kappa distribution by Ashkar, Fahim, El Adlouni, Salaheddine

“…•We consider the 2-parameter Kappa distribution.•We estimate quantiles of this distribution by maximum likelihood.•We calculate confidence intervals for…”
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Bayesian non-crossing quantile regression for regularly varying distributions by El Adlouni, Salaheddine, Baldé, Ismaila

“…Quantile regression is a very important statistical tool for predictive modelling and risk assessment. For many applications, conditional quantile at different…”
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Nonstationary frequency analysis of extreme daily precipitation amounts in Southeastern Canada using a peaks-over-threshold approach by Thiombiano, Alida N, El Adlouni, Salaheddine, St-Hilaire, André, Ouarda, Taha B.M.J, El-Jabi, Nassir

“…In this paper, a statistical inference of Southeastern Canada extreme daily precipitation amounts is proposed using a classical nonstationary…”
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Applicability of Wakeby distribution in flood frequency analysis: a case study for eastern Australia by Rahman, Ataur, Zaman, Mohammad A, Haddad, Khaled, El Adlouni, Salaheddine, Zhang, Chi

“…Parametric method of flood frequency analysis (FFA) involves fitting of a probability distribution to the observed flood data at the site of interest. When…”
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A nested multivariate copula approach to hydrometeorological simulations of spring floods: the case of the Richelieu River (Québec, Canada) record flood by Saad, Christian, El Adlouni, Salaheddine, St-Hilaire, André, Gachon, Philippe

“…Floods have potentially devastating consequences on populations, industries and environmental systems. They often result from a combination of effects from…”
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Supporting Men Engaging in Positive Healthy Practices: A Research-Driven Implementation Process in a Community Health Centre by Jbilou, Jalila, Pakzad, Sarah, El Adlouni, Salaheddine

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Applicability of Wakeby distribution in flood frequency analysis: a case study for eastern Australia: APPLICABILITY OF WAKEBY DISTRIBUTION IN FLOOD FREQUENCY ANALYSIS by Rahman, Ataur, Zaman, Mohammad A., Haddad, Khaled, El Adlouni, Salaheddine, Zhang, Chi

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Comparison of the Power of Lognormality Tests with Different Right-Tail Alternative Distributions by Martel, Barbara, El Adlouni, Salaheddine, Bobée, Bernard

“…AbstractIn flood frequency analysis (FFA), the adequate choice of distribution to fit data is a major problem. The three-parameter lognormal (LN3) distribution…”
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