Nowcasting World Trade With Machine Learning: A Three‐Step Approach
Journal of Forecasting, EarlyView.ABSTRACT We nowcast world trade using machine learning, distinguishing between tree‐based methods (random forest and gradient boosting) and their linear‐regression‐based counterparts (macroeconomic random forest and gradient boosting—linear). While much less used in the literature, the latter are found to outperform not only the tree‐based techniques ...
Menzie Chinn +2 more
wiley +1 more source
Evaluation of comprehensive vitality of Shanghai's commercial centers using multi-dimensional geospatial big data. [PDF]
Sci RepHu H, Yan J, Wang B, Sun X.
europepmc +1 more source
Predicting EU Emissions Allowance Prices Using Macroeconomic Indicators and Hybrid AI Models
Journal of Forecasting, EarlyView.ABSTRACT Predicting carbon allowance prices has grown more crucial in relation to carbon market regulation, financial strategy, and environmental policy development. This study examines a hybrid forecasting system that combines deep learning with ensemble machine learning models to forecast the price fluctuations of EU Emissions Allowance (EUAs) within
Saptarshi Ganguly +2 more
wiley +1 more source
Blockchain-enabled strategic optimization: A decision analytics framework for multinational enterprises' e-commerce entry model. [PDF]
PLoS OneDeng L, Hu X, Xiao Y.
europepmc +1 more source
Food Safety and Health, EarlyView.Industrial manufacturing processes have transformative effects on the components of food matrix. These transformations in food matrix and components have direct implications for quality assurance (QA), food quality (e.g., nutritional profile and texture), and food safety management (e.g., pathogen control and toxin mitigation). ABSTRACT This systematic
Chinaza Godswill Awuchi
wiley +1 more source
Financing strategies for contract agricultural supply chain considering government subsidized interest. [PDF]
PLoS OneWang J, Li C, Shi Y.
europepmc +1 more source
Health Economics, EarlyView.ABSTRACT Economic policy can be a powerful instrument to influence food environments and support improved diets and health. Over the past 20 years, the use of fiscal policy to improve diets has increased dramatically. This paper reviews the trajectory of policy change, and explores the ways in which research has informed three different dimensions of ...
Anne Marie Thow
wiley +1 more source
Out-of-home activities motivating older adults' participation in the community. [PDF]
Int J Health GeogrLin SH +5 more
europepmc +1 more source
The Effects of Compulsory Licensing: A Case Study of HIV Drugs
Health Economics, EarlyView.ABSTRACT Compulsory licensing is a legal mechanism that allows governments the use of patented medicines without the owner's consent, subject to conditions and compensation, to meet public‐health needs. Despite its policy relevance and increasing use, empirical evidence on its market effects remains limited.
Nicolau Martin‐Bassols +2 more
wiley +1 more source
ESG Performance and Credit Risk: Evidence From Chinese Manufacturing Companies
International Journal of Finance &Economics, EarlyView.ABSTRACT This study investigates the effect of corporate environmental, social, and governance (ESG) performance on credit risk using a sample of manufacturing firms listed on China's Shanghai and Shenzhen A‐share markets from 2009 to 2021. Employing fixed effects, the generalised method of moments, and instrumental variable models, we find that ...
Yanan Wang +4 more
wiley +1 more source