6 papers · 1 filter
The Impact of Trade and Financial Openness on Operational Efficiency and Growth: Evidence from Turkish Banks
Haibo Wang, Lutfu Sua, Burak Dolar
This paper examines the relationship between trade and financial openness, as well as the operational efficiency and growth of Turkish banks, from 2010 to 2023. Utilizing CAMELG-DE…
Enhancing Credit Risk Prediction: A Multi-stage Ensemble Pipeline
Haibo Wang, Jun Huang, Lutfu S. Sua +2
Effective credit risk management is fundamental to financial decision-making, requiring robust models to predict default probabilities and classify financial entities. Traditional…
Exploring Trade Openness and Logistics Efficiency in the G20 Economies: A Bootstrap ARDL Analysis of Growth Dynamics
Haibo Wang, Lutfu Sua
This study examines the relationship between trade openness, logistics performance, and economic growth within G20 economies. Using a Bootstrap Autoregressive Distributed Lag (ARDL…
Deep Learning in Renewable Energy Forecasting: A Cross-Dataset Evaluation of Temporal and Spatial Models
Lutfu Sua, Haibo Wang, Jun Huang
Unpredictability of renewable energy sources coupled with the complexity of those methods used for various purposes in this area calls for the development of robust methods such as…
Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model
Lutfu S. Sua, Haibo Wang, Jun Huang
A novel spatiotemporal framework using diverse econometric approaches is proposed in this research to analyze relationships among eight economy-wide variables in varying market con…
Renewable Energy Prediction: A Comparative Study of Deep Learning Models for Complex Dataset Analysis
Haibo Wang, Jun Huang, Lutfu Sua +1
The increasing focus on predicting renewable energy production aligns with advancements in deep learning (DL). The inherent variability of renewable sources and the complexity of p…