Bayesian Sampling with Approximate Transport Geometry via Residual-Slice Correction. [PDF]
Zhu Y, Hu Q.
europepmc +1 more source
Kalman Filter Learning, Bounded Rationality and Informational Consistency
ABSTRACT We develop a behavioural New Keynesian model with rational (RE) and boundedly rational (BR) agents. The latter are anticipated utility learners and use simple heuristic rules to forecast aggregate variables exogenous to their micro‐environment.
Szabolcs Deák +3 more
wiley +1 more source
K-attention: a biologically informed attention operator for data-efficient sequence-based omics modeling. [PDF]
Liu T +7 more
europepmc +1 more source
Is the World Getting Smaller? Network‐Driven Heterogeneity in Gravity‐Model Elasticities
ABSTRACT Gravity models constitute the workhorse of empirical international trade research, yet the temporal stability of their core parameters—distance and GDP elasticities—remains underexplored, particularly in relation to the evolving structure of trade networks.
Zsolt T. Kosztyán +2 more
wiley +1 more source
Brain PDGFRβ+ Cells Exhibit Diverse Reactive Phenotypes After Stroke Without Requiring KLF4
Brain PDGFRβ+ cells become reactive and adopt diverse phenotypes after stroke. Reactive PDGFRβ+ cells exhibit predictable spatial distribution relative to glial scar. KLF4 is not required to mediate the reactivity of brain PDGFRβ+ cells after stroke.
Daniel Manrique‐Castano, Ayman ElAli
wiley +1 more source
A Sensor-Data-Driven Proactive Accident Detection and Traffic Prediction Method Based on Lane-Level Grid Partitioning and a Three-Dimensional Markov Model. [PDF]
Zeng M, Chen H.
europepmc +1 more source
ABSTRACT Inference in Bayesian inverse problems frequently relies on sampling‐based methods for exploring the posterior distribution. In this paper, we compare two such methods for Bayesian bathymetry reconstruction from water‐surface elevation measurements: Metropolis–Hastings Markov chain Monte Carlo (MH‐MCMC) and transitional Markov chain Monte ...
Lars Stietz +3 more
wiley +1 more source
Inequality in hospital bed supply and utilization across regions and departments: evidence from China. [PDF]
Zhang Y, Cui J, Li J, Song Y, Shi Y.
europepmc +1 more source
Abstract Single‐cell RNA sequencing (scRNA‐seq) generates high‐dimensional transcriptomic data but is severely affected by dropout events, which obscure true gene–gene relationships. These missing values introduce bias into downstream analyses, complicate data processing, and reduce analytical efficiency.
Shuang Xu +3 more
wiley +1 more source
Analytical Entropy Approach for Measuring Blockchain Immutability and Tamper-Resilient Trust. [PDF]
Li L, Liu CZ, Shrestha S.
europepmc +1 more source

