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Sample Size Selection under an Infill Asymptotic Domain

Authors: Cory W. Natoli, Edward D. White, Beau A. Nunnally, Alex J. Gutman, Raymond R. Hill

arXiv

Experimental studies often fail to appropriately account for the number of collected samples within a fixed time interval for functional responses. Data of this nature appropriately falls under an Inf...

mental health psychology open access

Offensive Lineup Analysis in Basketball with Clustering Players Based on Shooting Style and Offensive Role

Authors: Kazuhiro Yamada, Keisuke Fujii

arXiv

In a basketball game, scoring efficiency holds significant importance due to the numerous offensive possessions per game. Enhancing scoring efficiency necessitates effective collaboration among player...

mental health psychology open access

Optimal Contract Design for End-of-Life Care Payments

Authors: Muyan Jiang, Ying Chen, Xin Chen, Javad Lavaei, Anil Aswani

arXiv

A large fraction of total healthcare expenditure occurs due to end-of-life (EOL) care, which means it is important to study the problem of more carefully incentivizing necessary versus unnecessary EOL...

mental health psychology open access

A Bayesian Skew-heavy-tailed modelling for loss reserving

Authors: William L. Leão, Viviana G. R. Lobo

arXiv

This paper focuses on modelling loss reserving to pay outstanding claims. As the amount liable on any given claim is not known until settlement, we propose a flexible model via heavy-tailed and skewed...

mental health psychology open access

Neither hype nor gloom do DNNs justice

Authors: Felix A. Wichmann, Simon Kornblith, Robert Geirhos

arXiv

Neither the hype exemplified in some exaggerated claims about deep neural networks (DNNs), nor the gloom expressed by Bowers et al. do DNNs as models in vision science justice: DNNs rapidly evolve, an...

mental health psychology open access

Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic

Authors: Christian Acal, Ana M. Aguilera, Annalina Sarra, Adelia Evangelista, Tonio Di Battista, Sergio Palermi

arXiv

Faced with novel coronavirus outbreak, the most hard-hit countries adopted a lockdown strategy to contrast the spread of virus. Many studies have already documented that the COVID-19 control actions h...

mental health psychology open access

Effect of the social environment on olfaction and social skills in WT and mouse model of autism

Authors: Caroline Gora, Ana Dudas, Lucas Court, Anil Annamneedi, Gaëlle Lefort, Thiago-Seike Picoreti-Nakahara, Nicolas Azzopardi, Adrien Acquistapace, Anne-Lyse Lainé, Anne-Charlotte Trouillet, Lucile Drobecq, Emmanuel Pecnard, Benoit Piegu, Pascale Crépieux, Pablo Chamero, Lucie P. Pellissier

arXiv

Autism spectrum disorders are complex, polygenic and heterogenous neurodevelopmental conditions, imposing a substantial economic burden. Genetics are influenced by the environment, specifically the so...

mental health psychology open access

Astrocyte control bursting mode of spiking neuron network with memristor-implemented plasticity

Authors: Sergey V. Stasenko, Alexey N. Mikhaylov, Alexander A. Fedotov, Vladimir A. Smirnov, Victor B. Kazantsev

arXiv

A mathematical model of a spiking neuron network accompanied by astrocytes is considered. The network is composed of excitatory and inhibitory neurons with synaptic connections supplied by a memristor...

mental health psychology open access

On the expected number of facets for the convex hull of samples

Authors: Feng Zhao, Xinyi Tong, Shao-Lun Huang

arXiv

This paper studies the convex hull of $d$-dimensional samples i.i.d. generated from spherically symmetric distributions. Specifically, we derive a complete integration formula for the expected facet n...

mental health psychology open access

Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data

Authors: Ángel López-Oriona, Ying Sun, Rosa M. Crujeiras

arXiv

Time series clustering is an essential machine learning task with applications in many disciplines. While the majority of the methods focus on time series taking values on the real line, very few work...

mental health psychology open access

Forecasting hospital discharges for respiratory conditions in Costa Rica using climate and pollution data

Authors: Shu Wei Chou-Chen, Luis A. Barboza

arXiv

Respiratory diseases represent one of the most significant economic burdens on healthcare systems worldwide. The variation in the increasing number of cases depends greatly on climatic seasonal effect...

mental health psychology open access

Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts

Authors: Joaquim Estopinan, Pierre Bonnet, Maximilien Servajean, François Munoz, Alexis Joly

arXiv

The post-2020 global biodiversity framework needs ambitious, research-based targets. Estimating the accelerated extinction risk due to climate change is critical. The International Union for Conservat...

mental health psychology open access

How does the inner retinal network shape the ganglion cells receptive field : a computational study

Authors: Evgenia Kartsaki, Gerrit Hilgen, Evelyne Sernagor, Bruno Cessac

arXiv

We consider a model of basic inner retinal connectivity where bipolar and amacrine cells interconnect, and both cell types project onto ganglion cells, modulating their response output to the brain vi...

mental health psychology open access

Learning tapestries, a statistical learning substrate for open chaotic systems measured with error

Authors: Michael LuValle

arXiv

The problem of statistical inference for open chaotic systems measured with error is complicated by the interaction of the uncertainty introduced by chaos, and the various sources of random or externa...

mental health psychology open access

Skewed Pivot-Blend Modeling with Applications to Semicontinuous Outcomes

Authors: Yiyuan She, Xiaoqiang Wu, Lizhu Tao, Debajyoti Sinha

arXiv

Skewness is a common occurrence in statistical applications. In recent years, various distribution families have been proposed to model skewed data by introducing unequal scales based on the median or...

mental health psychology open access