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pro vyhledávání: '"Nuel, Gregory"'
Although bulk transcriptomic analyses have significantly contributed to an enhanced comprehension of multifaceted diseases, their exploration capacity is impeded by the heterogeneous compositions of biological samples. Indeed, by averaging expression
Externí odkaz:
http://arxiv.org/abs/2310.14722
Although bulk transcriptomic analyses have greatly contributed to a better understanding of complex diseases, their sensibility is hampered by the highly heterogeneous cellular compositions of biological samples. To address this limitation, computati
Externí odkaz:
http://arxiv.org/abs/2309.09557
Autor:
Courbariaux, Marie, Cluzel, Nicolas, Wang, Siyun, Maréchal, Vincent, Moulin, Laurent, Wurtzer, Sébastien, consortium, Obépine, Mouchel, Jean-Marie, Maday, Yvon, Nuel, Grégory
A sentinel network, Ob\'epine, has been designed to monitor SARS-CoV-2 viral load in wastewaters arriving at wastewater treatment plants (WWTPs) in France as an indirect macro-epidemiological parameter. The sources of uncertainty in such monitoring s
Externí odkaz:
http://arxiv.org/abs/2108.02115
In genetic diseases with variable age of onset, an accurate estimation of the survival function for the mutation carriers and also modifying factors effects estimations are important for the management of asymptomatic gene carriers across life. Among
Externí odkaz:
http://arxiv.org/abs/2107.09365
Publikováno v:
In Computational Statistics and Data Analysis February 2025 202
Akademický článek
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A new method for the analysis of time to ankylosis complication on a dataset of replanted teeth is proposed. In this context of left-censored, interval-censored and right-censored data, a Cox model with piecewise constant baseline hazard is introduce
Externí odkaz:
http://arxiv.org/abs/1812.09158
In this paper we introduce a new method for automatically selecting knots in spline regression. The approach consists in setting a large number of initial knots and fitting the spline regression through a penalized likelihood procedure called adaptiv
Externí odkaz:
http://arxiv.org/abs/1808.01770
In epidemiological or demographic studies, with variable age at onset, a typical quantity of interest is the incidence of a disease (for example the cancer incidence). In these studies, the individuals are usually highly heterogeneous in terms of dat
Externí odkaz:
http://arxiv.org/abs/1803.04853
Autor:
Adjakossa, Eric, Nuel, Grégory
This paper is concerned with the selection of fixed effects along with the estimation of fixed effects, random effects and variance components in the linear mixed-effects model. We introduce a selection procedure based on an adaptive ridge (AR) penal
Externí odkaz:
http://arxiv.org/abs/1705.01308