Zobrazeno 1 - 10
of 4 324
pro vyhledávání: '"Rue, P A"'
Misclassified variables used in regression models, either as a covariate or as the response, may lead to biased estimators and incorrect inference. Even though Bayesian models to adjust for misclassification error exist, it has not been shown how the
Externí odkaz:
http://arxiv.org/abs/2411.16311
Autor:
Drnevich, Jenny, Tan, Frederick J., Almeida-Silva, Fabricio, Castelo, Robert, Culhane, Aedin C., Davis, Sean, Doyle, Maria A., Holmes, Susan, Lahti, Leo, Mahmoud, Alexandru, Nishida, Kozo, Ramos, Marcel, Rue-Albrecht, Kevin, Shih, David J. H., Gatto, Laurent, Soneson, Charlotte
Modern biological research is increasingly data-intensive, leading to a growing demand for effective training in biological data science. In this article, we provide an overview of key resources and best practices available within the Bioconductor pr
Externí odkaz:
http://arxiv.org/abs/2410.01351
The integrated nested Laplace approximation (INLA) method has become a popular approach for computationally efficient approximate Bayesian computation. In particular, by leveraging sparsity in random effect precision matrices, INLA is commonly used i
Externí odkaz:
http://arxiv.org/abs/2407.00791
Autor:
Jarret, Adrian, Kashani, Sepand, Rué-Queralt, Joan, Hurley, Paul, Fageot, Julien, Simeoni, Matthieu
Aims: We address two issues for the adoption of convex optimization in radio interferometric imaging. First, a method for a fine resolution setup is proposed which scales naturally in terms of memory usage and reconstruction speed. Second, a new tool
Externí odkaz:
http://arxiv.org/abs/2406.01342
We solve Boshernitzan's problem of characterization (in terms of so called Furstenberg systems) of bounded sequences that are orthogonal to all uniquely ergodic systems. Some variations of Boshernitzan's problem involving characteristic classes are c
Externí odkaz:
http://arxiv.org/abs/2404.07907
For a given graph $G=(V,E)$, we define its \emph{$n$th subdivision} as the graph obtained from $G$ by replacing every edge by a path of length $n$. We also define the \emph{$m$th power} of $G$ as the graph on vertex set $V$ where we connect every pai
Externí odkaz:
http://arxiv.org/abs/2404.05542
Basic properties of stationary processes called Sarnak processes are studied. As an application, a combinatorial reformulation of Sarnak's conjecture on M{\"o}bius orthogonality is provided.
Externí odkaz:
http://arxiv.org/abs/2403.20054
This paper follows on from our previous work, where we introduced the notion of \emph{confined extensions}, and our purpose is to widen the context in which such extensions appear. We do so in the setup of Poisson suspensions: we take a $\sigma$-fini
Externí odkaz:
http://arxiv.org/abs/2403.13416
Modern methods for quantifying and predicting species distribution play a crucial part in biodiversity conservation. Occupancy models are a popular choice for analyzing species occurrence data as they allow to separate the observational error induced
Externí odkaz:
http://arxiv.org/abs/2403.10680
This paper introduces the R package INLAjoint, designed as a toolbox for fitting a diverse range of regression models addressing both longitudinal and survival outcomes. INLAjoint relies on the computational efficiency of the integrated nested Laplac
Externí odkaz:
http://arxiv.org/abs/2402.08335