Introduction -- Industrial and regional composition of energy-induced CO2 emission -- How to reduce industrial CO2 emission intensity? -- Measure of CO2 shadow price -- Energy and environmental policies and factors driven industrial growth -- Structural change, factors reallocation and...

Recently, support vector machine (SVM), a novel artificial neural network (ANN), has been successfully used for financial forecasting. This paper deals with the application of SVM in volatility forecasting under the GARCH framework, the performance of which is compared with simple moving...

The paper investigates the determinants of productivity growth in China. It also analyses the sustainability of the country’s industrial growth by estimating sectoral productivity, accounting for energy usage and emission since the start of the marketoriented reforms in the late 1970s. The...

In recent years, support vector regression (SVR), a novel neural network (NN) technique, has been successfully used for financial forecasting. This paper deals with the application of SVR in volatility forecasting. Based on a recurrent SVR, a GARCH method is proposed and is compared with a...

Predicting default probabilities is important for firms and banks to operate successfully and to estimate their specific risks. There are many reasons to use nonlinear techniques for predicting bankruptcy from financial ratios. Here we propose the so called Support Vector Machine (SVM) to...

This paper investigates the impact of energy on China's industrial sustainability by using a novel approach to estimate real total factor productivity. The growth accounting indicates that the substantial industrial reforms in China have led to productivity growth. Energy and capital are also...

Economists have long argued that market-based environmental policy such as an environmental tax is beneficial to abate pollution emissions. This study aims at investigating the impact of carbon tax levy on carbon dioxide (CO2) abatement and industrial growth in China. To this end, the marginal...

China's industry has experienced robust growth under persistent structural reform since 1978. By estimating the stochastic frontier sectoral production function, we find that the TFP growth has exceeded the quantitative growth of inputs since 1992, but the contribution of productivity to output...