Authors: Eva van Weenen, Stefan Feuerriegel
arXiv
The quality of healthcare provided by hospitals is subject to considerable variability. Consequently, accurate measurements of hospital performance are essential for various decision-makers, including...
Authors: Caitlyn A. K. Singam, Jacob Haqq-Misra, Amedeo Balbi, Alexander M. Sessa, Beatriz Villarroel, Gabriel G. De la Torre, David Grinspoon, Hikaru Furukawa, Virisha Timmaraju
arXiv
Non-canonical phenomena - defined here as observables which are either insufficiently characterized by existing theory, or otherwise represent inconsistencies with prior observations - are of burgeoni...
Authors: Ludwig A. Hothorn
arXiv
The comparison of proportions is considered in the asymptotic generalized linear model with the odds ratio as effect size. When several doses are compared with a control assuming an order restriction,...
Authors: Hongwei Wang, Yuanyuan Liu, Wei Zhang, Junyi Zuo
arXiv
We consider the robust filtering problem for a state-space model with outliers in correlated measurements. We propose a new robust filtering framework to further improve the robustness of conventional...
Authors: Gian Maria Campedelli, Serena Favarin, Alberto Aziani, Alex R. Piquero
arXiv
Recent studies exploiting city-level time series have shown that, around the world, several crimes declined after COVID-19 containment policies have been put in place. Using data at the community-leve...
Authors: MarĂa J. CĂĄceres, Alejandro Ramos-Lora
arXiv
The Nonlinear Noisy Leaky Integrate and Fire neuronal models are mathematical models that describe the activity of neural networks. These models have been studied at a microscopic level, using Stochas...
Authors: Alireza Nadafian, Mohammad Ganjtabesh
arXiv
The plasticity of the conduction delay between neurons plays a fundamental role in learning. However, the exact underlying mechanisms in the brain for this modulation is still an open problem. Underst...
Authors: Gurcan Comert, Mecit Cetin
arXiv
Today vehicles are becoming a rich source of data as they are equipped with localization or tracking and with wireless communications technologies. With the increasing interest in automated- or self-...
Authors: Michael P. B. Gallaugher, Paul D. McNicholas, Volodymyr Melnykov, Xuwen Zhu
arXiv
Because of its mathematical tractability, the Gaussian mixture model holds a special place in the literature for clustering and classification. For all its benefits, however, the Gaussian mixture mode...
Authors: Nikola Pocuca, Mark Farrell, Paul D. McNicholas
arXiv
The UK Biobank dataset follows over 500,000 volunteers and contains a diverse set of information related to societal outcomes. Among this vast collection, a large quantity of telemetry collected from...
Authors: Jochem Verrelst, Juan Pablo Rivera, Anatoly Gitelson, Jesus Delegido, José Moreno, Gustau Camps-Valls
arXiv
With current and upcoming imaging spectrometers, automated band analysis techniques are needed to enable efficient identification of most informative bands to facilitate optimized processing of spectr...
Authors: Min Liu, Jialiang Mao, Kang Kang
arXiv
Online experimentation, also known as A/B testing, is the gold standard for measuring product impacts and making business decisions in the tech industry. The validity and utility of experiments, howev...
Authors: Jean Feng
arXiv
Machine learning algorithms in healthcare have the potential to continually learn from real-world data generated during healthcare delivery and adapt to dataset shifts. As such, the FDA is looking to...
Authors: Ousmane Saine, Soumaila Dembélé, Gane Samb Lo, Mohamed Cheikh Haidara
arXiv
As the first paper of a series of exploratory analysis and statistical investigation works on the Gambian \textit{GABECE} data based on a variety of statistical tools, we wish to begin with a thorough...
Authors: Gaoxiang Jia, Xinlei Wang, Qiwei Li, Wei Lu, Ximing Tang, Ignacio Wistuba, Yang Xie
arXiv
Formalin-fixed paraffin-embedded (FFPE) samples have great potential for biomarker discovery, retrospective studies and diagnosis or prognosis of diseases. Their application, however, is hindered by t...