A Review of R Packages for Bayesian Model-based Clustering of High-dimensional Multivariate Environmental Exposures. [PDF]
Stephenson BJK, Fu Y.
europepmc +1 more source
Taking stock of gendered social networks in organizations and careers: A literature review
Abstract Ample research has explored men's and women's social networks, with the aim to link differences in structural properties of networks and networking behaviors to varying career outcomes. Despite the diverse contexts and methods, representing many aspects and nuances of the role played by gender in organizations, much of contemporary research ...
Sofiya Voytiv +4 more
wiley +1 more source
A Non‐Parametric Framework for Correlation Functions on Product Metric Spaces
Summary We propose a non‐parametric framework for analysing data defined over products of metric spaces, a versatile class encountered in various fields. This framework accommodates non‐stationarity and seasonality and is applicable to both local and global domains, such as the Earth's surface, as well as domains evolving over linear time or time ...
Pier Giovanni Bissiri +3 more
wiley +1 more source
Common TF-IDF variants arise as key components in the test statistic of a penalized likelihood-ratio test for word burstiness. [PDF]
Ahmed Z +3 more
europepmc +1 more source
ABSTRACT This study draws on Instagram‐related data to examine how and why the equity and equality principles of fairness govern police communication with socially disadvantaged neighbourhoods on social media. Using the computationally intensive theory construction methodology and drawing on institutional theory and the framework for the interplay of ...
Nataliya Berbyuk Lindström +2 more
wiley +1 more source
Modeling insurance claims using Bayesian nonparametric regression. [PDF]
Shams M, Ghosh K.
europepmc +1 more source
Fairness‐aware insurance pricing: A multi‐objective optimization approach
Abstract Machine‐learning models can provide accurate predictions in insurance pricing, but can also increase disparities between protected groups. Existing fairness‐aware pricing approaches typically target one fairness notion at a time, making it difficult to compare trade‐offs between predictive accuracy, group fairness, individual fairness, and ...
Tim J. Boonen, Xinyue Fan, Zixiao Quan
wiley +1 more source
Bayesian Sampling with Approximate Transport Geometry via Residual-Slice Correction. [PDF]
Zhu Y, Hu Q.
europepmc +1 more source
Governing Credit in the Digital Age: Public Perceptions and Engagement in China's Credit Systems
ABSTRACT There is a global trend toward embedding personal credit systems and their scoring mechanisms within broader governance infrastructures. A prominent and controversial example is China's Social Credit System (SCS), which plays a central role in the country's data‐driven financial and social governance.
Mo Chen +2 more
wiley +1 more source
A New k-Space Model for Non-Cartesian Fourier Imaging. [PDF]
Chan CC, Haldar JP.
europepmc +1 more source

