Zobrazeno 1 - 10
of 345
pro vyhledávání: '"Buritica P"'
Autor:
Buriticá, Gloria, Engelke, Sebastian
The problem of regression extrapolation, or out-of-distribution generalization, arises when predictions are required at test points outside the range of the training data. In such cases, the non-parametric guarantees for regression methods from both
Externí odkaz:
http://arxiv.org/abs/2410.23246
Publikováno v:
Extremes (2024)
This article summarizes the contribution of team genEVA to the EVA (2023) Conference Data Challenge. The challenge comprises four individual tasks, with two focused on univariate extremes and two related to multivariate extremes. In the first univari
Externí odkaz:
http://arxiv.org/abs/2401.14910
Autor:
Adrian F. Daly, Leslie A. Dunnington, David F. Rodriguez-Buritica, Erica Spiegel, Francesco Brancati, Giovanna Mantovani, Vandana M. Rawal, Fabio Rueda Faucz, Hadia Hijazi, Jean-Hubert Caberg, Anna Maria Nardone, Mario Bengala, Paola Fortugno, Giulia Del Sindaco, Marta Ragonese, Helen Gould, Salvatore Cannavò, Patrick Pétrossians, Andrea Lania, James R. Lupski, Albert Beckers, Constantine A. Stratakis, Brynn Levy, Giampaolo Trivellin, Martin Franke
Publikováno v:
Genome Medicine, Vol 16, Iss 1, Pp 1-11 (2024)
Abstract Background X-linked acrogigantism (X-LAG; MIM: 300942) is a severe form of pituitary gigantism caused by chromosome Xq26.3 duplications involving GPR101. X-LAG-associated duplications disrupt the integrity of the topologically associating do
Externí odkaz:
https://doaj.org/article/3554c83b75ce4cf485ca6c1f7161c979
Extremes occur in stationary regularly varying time series as short periods with several large observations, known as extremal blocks. We study cluster statistics summarizing the behavior of functions acting on these extremal blocks. Examples of clus
Externí odkaz:
http://arxiv.org/abs/2212.13521
Autor:
Augusto Castro-Nunez, Alexander Buritica, Federico Holmann, Mary Ngaiwi, Marcela Quintero, Antonio Solarte, Carolina Gonzalez
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Low-emissions livestock production can be achieved through scaling production systems integrating trees, forages, and livestock within the same area. Such systems are known as silvopastoral production systems (SPS). However, despite SPS repo
Externí odkaz:
https://doaj.org/article/08787afc8c5e466d84411c0322f66a21
Autor:
Julia M. Rodriguez Buritica, Ben Eppinger, Hauke R. Heekeren, Eveline A. Crone, Anna C. K. van Duijvenvoorde
Publikováno v:
npj Science of Learning, Vol 9, Iss 1, Pp 1-12 (2024)
Abstract Observational learning is essential for the acquisition of new behavior in educational practices and daily life and serves as an important mechanism for human cognitive and social-emotional development. However, we know little about its unde
Externí odkaz:
https://doaj.org/article/3725bdd7d624476c9e7a4c3ca65d2825
Autor:
Buriticá, Gloria, Naveau, Philippe
Heavy rainfall distributional modeling is essential in any impact studies linked to the water cycle, e.g.\ flood risks. Still, statistical analyses that both take into account the temporal and multivariate nature of extreme rainfall are rare, and oft
Externí odkaz:
http://arxiv.org/abs/2112.02878
Autor:
Shelby L. Mills, Paige Roberts, Myla Ashfaq, Kathryn Leal, Hope Northrup, Deborah L. Brown, David Rodriguez‐Buritica, Laura S. Farach
Publikováno v:
JIMD Reports, Vol 64, Iss 6, Pp 434-439 (2023)
Abstract Arginase deficiency (ARG1‐D) is an autosomal recessive inborn error of metabolism that is often misdiagnosed. Classic presentation of ARG1‐D includes progressive symptoms of spasticity, delayed development, cognitive impairment, protein
Externí odkaz:
https://doaj.org/article/161bc960bd1f443781250b65c400c99a
Large deviations of lp-blocks of regularly varying time series and applications to cluster inference
In the regularly varying time series setting, a cluster of exceedances is a short period for which the supremum norm exceeds a high threshold. We propose to study a generalization of this notion considering short periods, or blocks, with lp-norm abov
Externí odkaz:
http://arxiv.org/abs/2106.12822
We re-consider Leadbetter's extremal index for stationary sequences. It has interpretation as reciprocal of the expected size of an extremal cluster above high thresholds. We focus on heavy-tailed time series, in particular on regularly varying stati
Externí odkaz:
http://arxiv.org/abs/2106.05117