Zobrazeno 1 - 10
of 19 704
pro vyhledávání: '"Applications (stat.AP)"'
Publikováno v:
Statistica Sinica.
The distribution of the incubation period of the novel coronavirus disease that emerged in 2019 (COVID-19) has crucial clinical implications for understanding this disease and devising effective disease-control measures. Qin et al. (2020) designed a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::885f1498c86be82497526fb89aaf843f
https://doi.org/10.5705/ss.202020.0318
https://doi.org/10.5705/ss.202020.0318
Publikováno v:
Journal of Theoretical, Computational and Applied Mechanics (2022)
The assessment of the durability of civil engineering structures subjected to several chemical attacks requires the development of chemo-poromechanical models. The mechanical and chemical degradations depend on several factors such as the initial com
Externí odkaz:
https://doaj.org/article/5967373980e34c8298716f26ab380f0e
Publikováno v:
Insurance: Mathematics and Economics. 111:102-120
We offer a new perspective on risk aggregation with FGM copulas. Along the way, we discover new results and revisit existing ones, providing simpler formulas than one can find in the existing literature. This paper builds on two novel representations
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e9e366d710b74b6764b1982c5d3135b9
https://doi.org/10.1016/j.insmatheco.2023.03.002
https://doi.org/10.1016/j.insmatheco.2023.03.002
Publikováno v:
Trends in Ecology & Evolution. 38:521-531
In most circumstances, probability sampling is the only way to ensure unbiased inference about population quantities where a complete census is not possible. As we enter the era of 'big data', however, nonprobability samples, whose sampling mechanism
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5dd5e24ff0cfbf92d30b6c093d8cf2fa
https://doi.org/10.1016/j.tree.2023.01.001
https://doi.org/10.1016/j.tree.2023.01.001
Publikováno v:
Statistica Sinica.
In spatial statistics, a common objective is to predict values of a spatial process at unobserved locations by exploiting spatial dependence. Kriging provides the best linear unbiased predictor using covariance functions and is often associated with
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1cdd50729de5ca74cad9c6ab4b9c2c7b
https://doi.org/10.5705/ss.202021.0277
https://doi.org/10.5705/ss.202021.0277
Publikováno v:
Journal of the American Statistical Association. :1-14
Statistical analysis of multimodal imaging data is a challenging task, since the data involves high-dimensionality, strong spatial correlations and complex data structures. In this paper, we propose rigorous statistical testing procedures for making
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::94b03e15cf16786c9934d102be16b926
https://doi.org/10.1080/01621459.2023.2200610
https://doi.org/10.1080/01621459.2023.2200610
Publikováno v:
The American Statistician. :1-16
Out-of-sample prediction is the acid test of predictive models, yet an independent test dataset is often not available for assessment of the prediction error. For this reason, out-of-sample performance is commonly estimated using data splitting algor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::be8f3767b47bf013bbdf2c9991a5d148
https://doi.org/10.1080/00031305.2023.2216252
https://doi.org/10.1080/00031305.2023.2216252
Publikováno v:
Journal of Statistical Computation and Simulation. :1-26
A new method for clustering functional data is proposed via information maximization. The proposed method learns a probabilistic classifier in an unsupervised manner so that mutual information (or squared loss mutual information) between data points
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4a5d77380345e49d624705e4fb162308
https://doi.org/10.1080/00949655.2023.2215371
https://doi.org/10.1080/00949655.2023.2215371
Autor:
Wei, Ganchao, Stevenson, Ian H.
Publikováno v:
Neural Computation. :1-22
In many areas of the brain, neural spiking activity covaries with features of the external world, such as sensory stimuli or an animal's movement. Experimental findings suggest that the variability of neural activity changes over time and may provide
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::60c716fdef20d8136119b24defd173c2
https://doi.org/10.1162/neco_a_01593
https://doi.org/10.1162/neco_a_01593
Autor:
Silvia Calderazzo, Sergey Tarima, Carissa Reid, Nancy Flournoy, Tim Friede, Nancy Geller, James L Rosenberger, Nigel Stallard, Moreno Ursino, Marc Vandemeulebroecke, Kelly Van Lancker, Sarah Zohar
Publikováno v:
Statistics in Biopharmaceutical Research. :1-33
Clinical trials disruption has always represented a non negligible part of the ending of interventional studies. While the SARS-CoV-2 (COVID-19) pandemic has led to an impressive and unprecedented initiation of clinical research, it has also led to c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::13ba1a871f53d6dab4a43defabd92615
https://doi.org/10.1080/19466315.2023.2211023
https://doi.org/10.1080/19466315.2023.2211023