Decoding Emotional Signatures of Ethical Ads: An Analysis of Actor‐Viewer Synchrony
Journal of Consumer Behaviour, EarlyView.ABSTRACT We examine whether ethical advertisements differ from conventional ads in their on‐screen emotional signatures and whether those signatures transfer to actor‐viewer synchrony. Study 1 analyses 138 professionally produced YouTube ads using Automated Facial Expression Recognition (AFER) and Convolutional Neural Networks (CNN) to quantify actor ...
Vik Naidoo, Nicolas Hamelin
wiley +1 more source
A Review of R Packages for Bayesian Model-based Clustering of High-dimensional Multivariate Environmental Exposures. [PDF]
Curr Environ Health RepStephenson BJK, Fu Y.
europepmc +1 more source
Restricted Tweedie stochastic block models
Canadian Journal of Statistics, EarlyView.Abstract The stochastic block model (SBM) is a widely used framework for community detection in networks, where the network structure is typically represented by an adjacency matrix. However, conventional SBMs are not directly applicable to an adjacency matrix that consists of nonnegative zero‐inflated continuous edge weights.
Jie Jian, Mu Zhu, Peijun Sang
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Forecasting daily bathtub-drowning mortality in Japan: a comparative analysis of statistical, machine learning, and deep learning approaches. [PDF]
Front Public HealthTai Y, Obayashi K, Yamagami Y, Saeki K.
europepmc +1 more source
Asymptotic properties of cross‐classified sampling designs
Canadian Journal of Statistics, EarlyView.Abstract We investigate the family of cross‐classified sampling designs across an arbitrary number of dimensions. We introduce a variance decomposition that enables the derivation of general asymptotic properties for these designs and the development of straightforward and asymptotically unbiased variance estimators.
Jean Rubin, Guillaume Chauvet
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Climatic and governance determinants of malaria transmission in Rivers State, Nigeria. [PDF]
Sci RepEgbom SE +12 more
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A goodness‐of‐fit test for regression models with discrete outcomes
Canadian Journal of Statistics, EarlyView.Abstract Regression models are often used to analyze discrete outcomes, but classical goodness‐of‐fit tests such as those based on the deviance or Pearson's statistic can be misleading or have little power in this context. To address this issue, we propose a new test, inspired by the work of Czado et al.
Lu Yang +2 more
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Benchmarking Orbital-Free Density-Potential Functional Theory of Electrified Metal-Solution Interfaces. [PDF]
J Chem Theory ComputLi C, Wang X, Eikerling M, Huang J.
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Poisson cure rate model with generalized exponential lifetimes
, 2018 In this thesis, we consider a competing risks scenario wherein lifetimes are potentially right censored. Instead of considering all the patients to be at risk to the event of interest, we assume that a proportion of these patients are cured and have no recurrence of the disease, known as the cure fraction. We further assume that the number of competing
openaire +1 more source
Annals of the Child Neurology Society, EarlyView.ABSTRACT Objective Sturge–Weber syndrome (SWS) symptoms frequently overlap in neurological acute crises (ACs) presenting with seizures, stroke‐like episodes (SLE), and headaches. Recent efforts to develop a prospective drug trial highlighted the need for a new outcome measure capable of quantifying these symptoms during an SWS AC.
Kieran D. McKenney +3 more
wiley +1 more source