Mind the Gap: Addressing Missing Person Time When Estimating Outcome Incidence in Longitudinal Data. [PDF]
EpidemiologyRudolph JE +7 more
europepmc +1 more source
Collaborative Visual Localization for Modular Self‐Reconfigurable Robots
Advanced Intelligent Systems, EarlyView.Relative localization in modular self‐reconfigurable robots is challenged by hardware limitations, constrained fields of view, and sensor faults. This paper, based on the SnailBot platform, presents a vision‐based collaborative localization method that combines ArUco markers with learning‐based algorithms to enable robust pose estimation from ...
Guanqi Liang +4 more
wiley +1 more source
Multiple imputation of multilevel data with single-level models: A fully conditional specification approach using adjusted group means. [PDF]
Behav Res MethodsGrund S, Lüdtke O, Robitzsch A.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.Physics‐Informed Neural Networks (PINNs) provide a framework for integrating physical laws with data. However, their application to Prognostics and Health Management (PHM) remains constrained by the limited uncertainty quantification (UQ) capabilities.
Ibai Ramirez +4 more
wiley +1 more source
Missing Data in OHCA Registries: How Multiple Imputation Methods Affect Research Conclusions-Paper II. [PDF]
J Clin MedZhan SJ +3 more
europepmc +1 more source
Food inflation pass‐through from agricultural imports in a small open economy
American Journal of Agricultural Economics, EarlyView.Abstract This paper develops a new framework for quantifying cost pass‐through in a small open economy by estimating firm‐level markup responses to agricultural import price shocks. We show theoretically that markup adjustments depend on firms' reliance on imported inputs and demand curvature, generating heterogeneous inflationary effects across firm ...
Minseong Kang, Seungki Lee
wiley +1 more source
A novel average treatment effect estimation approach for integrated incomplete datasets, with application in childhood anemia. [PDF]
BMC Med Res MethodolWoldemariam AA, Zhou Y, Qiu Y.
europepmc +1 more source
American Journal of Agricultural Economics, EarlyView.Abstract Large‐scale land reforms constitute a substantial redistribution of wealth and reallocation of agricultural land, which is a major form of asset and production input in developing countries. While land redistribution (from the rich to the poor) remains a highly controversial issue, extensive evidence on its effect is limited.
Devashish Mitra +3 more
wiley +1 more source
scIRT: Imputation and Dimensionality Reduction for Single-Cell RNA-Seq Data by Combining NMF with SMOTE. [PDF]
Int J Mol SciMou Y, Li S, Ji G.
europepmc +1 more source