Stepwise regression predicts Arctic sea-ice extent with high accuracy

Under the influence of global warming, the Arctic is transitioning from a state dominated by multi-year thick ice to a "New ...
Semiconductor Engineering

Small Vs. Large Language Models

SLMs targeted at specific workloads could change the relationship between edge devices and the cloud, creating new ...
IEEE

PrivESD: A Privacy-Preserving Cloud-Edge Collaborative Logistic Regression Model over Encrypted Streaming Data

Abstract: Outsourcing logistic regression classification services to the cloud is highly beneficial for streaming data. However, it raises critical privacy concerns for the input data and the training ...
eLife

Refining uncertainty about the TAK-003 dengue vaccine with a multi-level model of clinical efficacy trial data

Not revised: This Reviewed Preprint includes the authors’ original preprint (without revision), an eLife assessment, and public reviews. The authors reduce uncertainties in TAK-003 vaccine efficacy ...
IEEE

Strict Arcsine Regression for Longitudinal Count Data: A Marginal Modelling Approach

Abstract: The strict arcsine model of the natural exponential family with cubic variance function is a feasible alternative for statistical analysis of overdispersed count data. Following from this ...
marktechpost

Google AI’s New Regression Language Model (RLM) Framework Enables LLMs to Predict Industrial System Performance Directly from Raw Text Data

Predicting performance for large-scale industrial systems—like Google’s Borg compute clusters—has traditionally required extensive domain-specific feature engineering and tabular data representations, ...
JSTOR Daily

Multilevel network meta-regression for population-adjusted treatment comparisons

David M. Phillippo, Sofia Dias, A. E. Ades, Mark Belger, Alan Brnabic, Alexander Schacht, Daniel Saure, Zbigniew Kadziola, Nicky J. Welton Journal of the Royal ...
Frontiers

Exploring factors influencing childhood immunization status in East Africa using multilevel ordinal logistic regression analysis

Introduction: Childhood vaccinations are crucial in safeguarding children from infectious diseases and are recognized as one of the most cost-effective public health interventions. However, children ...