Irreversibility of recursive Heaviside memory functions: a distributional perspective on structural cognition. [PDF]
Shin C.
europepmc +1 more source
DSGE Model Forecasting: Rational Expectations Versus Adaptive Learning
ABSTRACT This paper compares within‐sample and out‐of‐sample fit of a DSGE model with rational expectations to a model with adaptive learning. The Galí, Smets, and Wouters model is the chosen laboratory using quarterly real‐time euro area data vintages, covering 2001Q1–2019Q4.
Anders Warne
wiley +1 more source
Cascaded adaptive model predictive and PID control for integrated LFC-AVR enhancement. [PDF]
Ayman M, Attia MA, Asim AM.
europepmc +1 more source
Forecasting With Dynamic Factor Models Estimated by Partial Least Squares
ABSTRACT Dynamic factor models (DFMs) have found great success in nowcasting and short‐term macroeconomic forecasting when incorporating large sets of predictive information. The factor loadings are typically estimated cross‐sectionally with principal component analysis (PCA) or maximum likelihood (ML), which ignore whether the factors have predictive ...
Samuel Rauhala
wiley +1 more source
MSWA-ResNet: Multi-Scale Wavelet Attention for Patient-Level and Interpretable Breast Cancer Histopathology Classification. [PDF]
Al Sukkar G, Rodan A, Sleit A.
europepmc +1 more source
ABSTRACT Background Patients with HPV+ oropharyngeal cancer (OPC) have worse outcomes with longer smoking history (≥ 10 pack‐years). This has been confirmed in trials of primary radiotherapy but not surgery, suggesting differential smoking impact by treatment received. We assessed smoking‐related outcomes at a single institution.
Michelle M. Kwan +17 more
wiley +1 more source
Machine learning models for predicting limb ischemia during VA-ECMO: an analysis of the Chinese extracorporeal life support registry. [PDF]
Wang L +9 more
europepmc +1 more source
Embracing Complexity in HRM Research: A Call for System and Process Perspectives
ABSTRACT Human resource management (HRM) is inherently complex. It involves systems of principles, practices, and activities operating at individual, group, organizational, and macro levels, which are interlinked through complex processes. Yet, empirical research has not kept pace with this conceptual richness.
Rebecca Hewett, Madleen Meier‐Barthold
wiley +1 more source
Predicting the demand of elderly care beds by a novel recursive grey Gompertz model: case studies of Jiangsu and Shanghai, China. [PDF]
Guo X +5 more
europepmc +1 more source

