We develop a distribution regression model under endogenous sample selection. This model is a semi-parametric generalization of the Heckman selection model. It accommodates much richer effects of the covariates on outcome distribution and patterns of heterogeneity in the selection process, and...

Studies have shown that the previously growing inequality in China has stabilized and even declined since 2008 (Kanbur et al., 2021), nevertheless, the drivers of the latest trans-formation in income inequality remain to be unraveled. We address this research gap by examining the changes in the...

This work presents a set of neural network (NN) models specifically designed for accurate and efficient fluid dynamics forecasting. In this work, we show how neural networks training can be improved by reducing data complexity through a modal decomposition technique called higher order dynamic...

Purpose: The purpose of this paper is to enhance the forecasting performance of grey model and generate accurate prediction values of Chinese carbon emissions.Design/methodology/approach: A novel grey prediction model with multi-projection is designed. It adapts to the data characteristics,...

Identifying leading industries in developing countries in the long run is essential to formulate economic policy. This paper presents a simple way to identify these leading industries using a new decomposition technique modifying the traditional decomposition method, which uses the...

Over 2009-2019 the seemingly inexorable rise in health care’s share of GDP markedly slowed, both in the US and elsewhere. To address whether this slowdown represents a reduced steady-state growth rate or just a temporary pause we specify and estimate a decomposition of health care spending...

We decompose the Pearson correlation coefficient into two components. We recommend the first component for detecting linear relationships and the second for recognizing patterns of two parallel lines, providing robust versions to outliers. The significance of the Pearson coefficient without...

In the current accelerated process of global warming, forest conservation is becoming more difficult to address in developing countries, where woodlands are often fueling the illegal economy. In Colombia, the issue of narcodeforestation is of great concern, because of the ramification of...

This paper investigates the determinants and the time pattern of the subjective well-being of private business owners. We find that both personal and enterprise-level factors have a significant influence on subjective status of private business owners. Meanwhile, we find supportive evidence of...