Search Results - "Ka, Abdou"

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    Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data by Gaye, Aboubacry, Ka Diongue, Abdou, Sylla, Seydou Nourou, Diarra, Maryam, Diallo, Amadou, Talla, Cheikh, Loucoubar, Cheikh

    Published in Journal of classification (2024)
    “…This work addresses the problem of supervised classification for high-dimensional and highly correlated data using correlation blocks and supervised dimension…”
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    Journal Article
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    Forecasting electricity spot market prices with a k-factor GIGARCH process by Diongue, Abdou Kâ, Guégan, Dominique, Vignal, Bertrand

    Published in Applied energy (01-04-2009)
    “…In this article, we investigate conditional mean and conditional variance forecasts using a dynamic model following a k-factor GIGARCH process. Particularly,…”
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    Unpacking Decades of Multi-Scale Events and Environment-Based Development in the Senegalese Sahel: Lessons and Perspectives for the Future by Mazzero, Hugo, Perrotton, Arthur, Ka, Abdou, Goffner, Deborah

    Published in Land (Basel) (01-07-2021)
    “…A major challenge faced by human societies is to promote development that truly makes difference for people without jeopardizing their environment. This is…”
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    Mieux comprendre la complexification de l’occupation de l’espace pastoral au Ferlo. Un prérequis pour une bonne gestion des ressources naturelles by Ka, Abdou, Perrotton, Arthur, Cissé, Birane, Goffner, Deborah

    “…Dans le contexte des changements globaux, le pastoralisme se positionne comme un système de production pertinent dans les zones semi-arides. Face aux menaces…”
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    The k-factor GARMA Process with Infinite Variance Innovations by Diongue, Abdou Kâ, Ndongo, Mor

    “…In this article, we develop the theory of k-factor Gegenbauer Autoregressive Moving Average (GARMA) process with infinite variance innovations which is a…”
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    High-dimensional supervised classification in a context of non-independence of observations to identify the determining SNPs in a phenotype by Gaye, Aboubacry, Diongue, Abdou Ka, Komen, Lionel Nanguep, Diallo, Amadou, Sylla, Seydou Nourou, Diarra, Maryam, Talla, Cheikh, Loucoubar, Cheikh

    Published in Infectious disease modelling (01-12-2023)
    “…This work addresses the problem of supervised classification for highly correlated high-dimensional data describing non-independent observations to identify…”
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    Impact of different heat wave definitions on daily mortality in Bandafassi, Senegal by Faye, Mbaye, Dème, Abdoulaye, Diongue, Abdou Kâ, Diouf, Ibrahima

    Published in PloS one (05-04-2021)
    “…The aim of this study is to find the most suitable heat wave definition among 15 different ones and to evaluate its impact on total, age-, and gender-specific…”
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    Estimation of k-Factor GIGARCH Process: A Monte Carlo Study by Diongue, Abdou Kâ, Guégan, Dominique

    “…In this article, we discuss the parameter estimation for a k-factor generalized long-memory process with conditionally heteroskedastic noise. Two estimation…”
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    BL-GARCH models with elliptical distributed innovations by Diongue, Abdou Kâ, Guégan, Dominique, Wolff, Rodney C.

    “…In this work, we discuss the class of bilinear GARCH (BL-GARCH) models that are capable of capturing simultaneously two key properties of non-linear time…”
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    Seasonal fractional ARIMA with stable innovations by Diongue, Abdou Kâ, Diop, Aliou, Ndongo, Mor

    Published in Statistics & probability letters (01-09-2008)
    “…We develop the theory of seasonally fractionally differenced ARIMA time series with stable infinite variance innovations establishing conditions for existence…”
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    A classification method for binary predictors combining similarity measures and mixture models by Sylla, Seydou N., Girard, Stéphane, Diongue, Abdou Ka, Diallo, Aldiouma, Sokhna, Cheikh

    Published in Dependence modeling (12-12-2015)
    “…In this paper, a new supervised classification method dedicated to binary predictors is proposed. Its originality is to combine a model-based classification…”
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    The stationary seasonal hyperbolic asymmetric power ARCH model by Diongue, Abdou Kâ, Guégan, Dominique

    Published in Statistics & probability letters (15-06-2007)
    “…Most financial time series exhibit seasonality, persistence (hyperbolic decay of the autocorrelation function), asymmetric behavior and leptokurticity. The…”
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    Manger en milieu rural sénégalais by Abdou Ka

    Published in Revue d'ethnoécologie (01-12-2019)
    “…The villages where this qualitative anthropological food study was carried out are located in the sylvo-pastoral area of Senegal (Ferlo). This zone of woodland…”
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    M-Estimate for the stationary hyperbolic GARCH models by Bamba, Lanciné, Hili, Ouagnina, Diongue, Abdou Kâ, N’Guessan, Assi

    Published in Metron (Rome) (01-12-2021)
    “…In this manuscrit, we propose two classes of M-estimates for the hyperbolic GARCH models. The first class called M-estimate is defined by minimizing of a…”
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    Coming back to a Commons approach to construct the Great Green Wall in Senegal by Delay, Etienne, Ka, Abdou, Niang, Khoudia, Touré, Ibra, Goffner, Deborah

    Published in Land use policy (01-04-2022)
    “…Since the 1970s, the Sahel region has been struck by severe droughts that has brought suffering to human populations. Scientists also observed declining…”
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    A mixture integer-valued Garch model by Diop, Mamadou Lamine, Diop, Aliou, Diongue, Abdou Ka

    Published in Revstat (01-06-2016)
    “…* In this paper, we generalize the mixture integer-valued ARCH model (MINARCH) introduced by Zhu et al. (2010) (F. Zhu, Q. Li, D. Wang. A mixture…”
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    Manger en milieu rural sénégalais by Ka, Abdou

    Published in Revue d'ethnoécologie (31-12-2019)
    “…Les villages où j'ai recueilli les données alimentaires se situent dans la zone sylvo-pastorale du Sénégal (Ferlo). Cette zone sylvo-pastorale située au nord…”
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