Detecting Sparse Cointegration
ABSTRACT We propose a two‐step procedure for detecting sparse cointegration in high‐dimensional single‐equation models. First, we employ the adaptive lasso to identify the subset of integrated covariates driving the long‐run equilibrium relationship.
Jesús Gonzalo, Jean‐Yves Pitarakis
wiley +1 more source
Kolmogorov-Arnold Networks for Sensor Data Processing: A Comprehensive Survey of Architectures, Applications, and Open Challenges. [PDF]
Martínez-Heredia AM, Ortiz A.
europepmc +1 more source
ABSTRACT Governments in many democratic countries have the mandate to require local authorities to address failures in the management and performance of the public services that they provide. Such policies often involve the takeover of authorities to implement improvements assumed to result in organizational turnaround.
Rhys Andrews
wiley +1 more source
A compressive sensing-driven data collection scheme for UAV-assisted wireless sensor networks. [PDF]
Han Z, Zheng G, Li C, Wang G, Mu Y.
europepmc +1 more source
Abstract 3D digital evaluation of the periodontal and peri‐implant tissue, including CBCT, intraoral scanning, optical surface scanning, and ultrasonography, is being used in the clinical arena with increasing frequency. Thus, to validate the utilization of 3D digital analysis for this purpose, a critical evaluation of the reliability of digital ...
Yi Te Lin +5 more
wiley +1 more source
Distributed inexact Newton method with adaptive step sizes. [PDF]
Jakovetić D, Krejić N, Malaspina G.
europepmc +1 more source
Repelled Point Processes With Application to Numerical Integration
ABSTRACT We look at Monte Carlo numerical integration from a stochastic geometry point of view. While crude Monte Carlo estimators relate to linear statistics of a homogeneous Poisson point process (PPP), linear statistics of more regularly spread point processes can yield unbiased estimators with faster‐decaying variance, and thus lower integration ...
Diala Hawat +3 more
wiley +1 more source
Choroidal Vascular Volume, White Matter Hyperintensity, and Their Interaction With Cognitive Function in Aging Adults. [PDF]
Wang Y +8 more
europepmc +1 more source
A deep learning‐enabled toolkit for the 3D segmentation of ventricular cardiomyocytes
Abstract figure legend 3D cardiomyocyte segmentation enables comprehensive analyses of myocardial microstructure in health and disease; however, it is technically demanding. We present an open‐source toolkit for this task, which reduces challenges associated with sample preparation, image restoration, segmentation and proofreading.
Joachim Greiner +6 more
wiley +1 more source
Bioinspired Spatio-Temporal Cooperative Path Planning for Heterogeneous UAVs Driven by Bi-Level Games: An SSA-MPC Fusion Approach. [PDF]
Yu Y, Le M.
europepmc +1 more source

