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Browsing Doctorat (Mathématiques) by Subject "Mathematiques: Probabilités et Statistique"

Browsing Doctorat (Mathématiques) by Subject "Mathematiques: Probabilités et Statistique"

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  • Megraoui, Fatima Zohra; Balaloui, Soheir (Université Frères Mentouri - Constantine 1, 2019-07-22)
    Most of the research on reliability theory has focused on the study of independence between the components of a system. However, in many real systems, dependence between components is one of the realistic and intractable ...
  • Boudada, Halima; Leulmi, Sara (Université Frères Mentouri - Constantine 1, 2022-06-15)
    The study of a link between two variables was and still a challenge for a lot of researchers in many fields of application and as in many of these fields appear functional data, we find many works have been devoted in this ...
  • El-Hadj Ali, Thouria; Messaci, Fatiha; Bouzebda, Salim (Université Frères Mentouri - Constantine 1, 2021-07-01)
    In this thesis, we are concerned with the uniform in bandwidth consistency of kernel-type estimators of the regression function derived by modern empirical process theory, under weaker conditions on the kernel than previously ...
  • Laala, Barkahoum; Belaloui, Sohier (Université Frères Mentouri - Constantine 1, 2022-12-22)
    Gaussian process (GP) is a stochastic process that has been successfully applied in finance, black-box modeling of biosystems, machine learning, geostatistics, multitask learning or robotics and reinforcement learning. ...
  • Djafri, Houria; Kharfouchi, S. (Université Frères Mentouri - Constantine 1, 2021-04-05)
    This thesis deals with the problem of loss of important information and features in spatial data modeling by building a causal spatial model that can capture the various main characteristics of these data. After a through ...
  • Leulmi, Farid; Leulmi, Sarra (Université Frères Mentouri - Constantine 1, 2023-01-19)
    In this thesis, we consider the problem of the nonparametric estimation of the regression function when the response variable is real and the regressor is valued in a functional space (space of infinite dimension), by using ...

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