Vine copula knockoffs for variable selection in gene expression studies
Abstract Identifying clinical and genetic markers is essential for stratifying cancer patients by survival outcomes and guiding personalized treatment strategies. However, gene expression studies often involve high‐dimensional predictors with mixed data types and complex dependence, which complicates reliable variable selection.
José Ulises Márquez Urbina +3 more
wiley +1 more source
Chaotic Regulation of Exploration and Exploitation in Bio-Inspired Swarm Intelligence for Combinatorial Optimization. [PDF]
Cisternas-Caneo F +5 more
europepmc +1 more source
Order restricted row‐column cluster randomized design
Abstract This research introduces a novel two‐stage cluster randomized design, the order restricted row‐column cluster randomized design. The new design builds upon the cluster randomized block design by incorporating a second layer of blocking, achieved through ranking cluster units that are randomly sampled from the population.
Dalton Hopper +2 more
wiley +1 more source
Real-time determination of swine manure liquid compost maturity by oxidation-reduction potential and pH monitoring. [PDF]
Kim SS, Shim SM, Won SG, Ra CS.
europepmc +1 more source
From Data to Action: The Role of Reports and Certifications in Driving Corporate Sustainability
ABSTRACT Corporate sustainability has become a central issue for businesses, driven by environmental, social and governance pressures and stakeholder expectations. The present study aimed to assess how reports and certifications influence motivations, operational practices and perceptions of obstacles, verifying whether these tools promote sustainable ...
Stefano Cianciotta +4 more
wiley +1 more source
Air pollution and cognitive outcomes in older adults: a systematic review. [PDF]
Liu Y +7 more
europepmc +1 more source
ABSTRACT Blue economy advocates the sustainable use of marine resources while fostering economic growth and environmental preservation. Yet many business sectors still pursue extractive practices that undermine marine ecosystems and disregard consumers' sensitivity.
Maria Irene Prete +2 more
wiley +1 more source
IPF-RAG: temporal-aware retrieval-augmented generation for idiopathic pulmonary fibrosis care. [PDF]
Zheng X +10 more
europepmc +1 more source
Evaluation of a multiple myeloma synthetic cell mimic as an assay control for flow cytometry
Abstract The reliability of clinical flow cytometry assays hinges on the availability of robust assay controls that accurately reflect representative samples. Widely used conventional assay controls, such as cell lines, often fail to replicate the phenotypical and biophysical properties of representative primary samples resulting in gating variability ...
Dhong Hyun Lee +9 more
wiley +1 more source
Complete Genome Sequences of four DE4 cluster phages isolated using <i>Gordonia terrae 3612</i>. [PDF]
Allen L +7 more
europepmc +1 more source

