How to Apply Advanced Statistical Analysis to Computational Economics: Methods and Insights

Abstract

The theme of this special volume concerns advanced statistical analysis. By mining meaningful and important information, advanced statistical analysis can bring new insights to many areas, such as the development of hospitals, the environment, biology, markets, industries, and general economic systems. The contribution of this special volume is to adopt an advanced parametric and nonparametric statistical approach for the exploration of environmental and health care issues in the context of computational economics. The authors have proposed varied methods of advanced statistical analysis combined with practical applications. In terms of theory, the authors suggest designs for advanced theoretical methods. With regard to the application of professional calculation methods to everyday life, the authors have offered useful guidance for future research. The authors have also conducted empirical research by using data from Chinese regions and analyzing specific conditions. In addition, they have conducted empirical analyses of particular issues such as those related to the environment. Although this special volume has provided some methods of advanced scientific analysis for existing problems, other techniques must be applied to everyday life in order to solve the severe difficulties that human beings face.

Inter-regional innovation correlation effects and influencing factors in China

“…Third, the results of QAP analysis show that inter-regional innovation correlation effect is mainly affected by four factors: geographical distance, difference in industrial structure, difference in urbanization level and difference in government attention degree. That is to say, narrowing the regional geographical distance and paying attention to the differences of industrial structure, urbanization level and government attention degree are important means to further strengthen inter-regional innovation correlation effect (Song and Fisher, 2018). Therefore, the local government should improve inter-regional transport and communication facilities, optimize industrial structures, accelerate the process of urbanization, and create a favorable market and institutional environment for inter-regional innovation correlation and spillovers.…”

Market Dynamics of Ensuring Financial Security and Sustainable Development of Enterprise

“…It can use various models to represent practical difficulties and verify which measures are effective at solving them. Using a platform provided by computational economics, establish a simulation model of agents in artificial markets (Song & Fisher, 2018).…”