Sparse maximum likelihood estimation of regression models
Abstract For regression model selection and estimation, we study a small set of candidate models of maximum likelihood from which all information criteria such as the Akaike information criterion (AIC) and the Bayesian information criterion (BIC) choose their models.
Min Tsao
wiley +1 more source
Reconfigurable ADAMS Modeling of Localized Bearing Defects: Validation and the Role of Modeling Choices in Dynamic Response. [PDF]
Schwarcz O +3 more
europepmc +1 more source
Learning sparse mixture‐of‐experts generalized linear models in ultrahigh dimensions
Abstract Motivated by the challenges of heterogeneity and high dimensionality in the analysis of modern data, we investigate continuous regularization methods for learning sparse mixture‐of‐experts generalized linear models (MoE‐GLM). Although there are foundational results about regularized estimators in a broad class of regression models including ...
Pengqi Liu, Abbas Khalili
wiley +1 more source
Reliability assessment of key equipment for coal gasification using artificial intelligence technology. [PDF]
Wu L, Zhang Z, Ding R, Zhang W, Liu M.
europepmc +1 more source
Front Propagation Through a Perforated Wall
ABSTRACT We consider a bistable reaction– diffusion equation ut=Δu+f(u)$u_t=\Delta u +f(u)$ on RN${\mathbb {R}}^N$ in the presence of an obstacle K$K$, which is a wall of infinite span with many holes. More precisely, K$K$ is a closed subset of RN${\mathbb {R}}^N$ with smooth boundary such that its projection onto the x1$x_1$‐axis is bounded and that ...
Henri Berestycki +2 more
wiley +1 more source
Optimized K-means algorithm for image segmentation based on improved dung beetle algorithm. [PDF]
Li N, Luo Y, Feng Z, Qu H, Liu Z.
europepmc +1 more source
A Geometric Characterization of Steady Laminar Flow
ABSTRACT We study the steady states of the Euler equations on the periodic channel or annulus. We show that if these flows are laminar (layered by closed non‐contractible streamlines which foliate the domain), then they must be either parallel or circular flows.
Theodore D. Drivas, Marc Nualart
wiley +1 more source
A non-autonomous Hamiltonian diffeomorphism with roots of all orders. [PDF]
Grunder N, Serraille B.
europepmc +1 more source
ABSTRACT The relationship between board governance and corporate carbon emission disclosure remains persistently inconsistent across the empirical literature, despite decades of accumulated evidence. Drawing on agency, stakeholder, legitimacy, institutional, and upper echelons perspectives within a single analytical framework, we conduct a three‐level ...
Mohamed Hegazy +2 more
wiley +1 more source
A Multi-Strategy Improved Dung Beetle Optimizer for High-Dimensional Optimization and Engineering Applications. [PDF]
Wang S, Yue Y, Xiong M.
europepmc +1 more source

