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Big Data, Scarce Attention and Decision-Making Quality

期刊: COMPUTATIONAL ECONOMICS, 2021; 57 (3)

Big data technology enables us to access tremendous amounts of information; however, individuals cannot process all available information due to the b......

Financial Sequence Prediction Based on Swarm Intelligence Algorithms of Internet of Things

期刊: COMPUTATIONAL ECONOMICS, ; ()

In order to accurately predict the financial time series and stock price fluctuation, in this study, metadata was used to ensure the objectivity of da......

Predicting Business Risks of Commercial Banks Based on BP-GA Optimized Model

期刊: COMPUTATIONAL ECONOMICS, ; ()

To further explore the influence path of internet finance on the risk prevention and management of commercial banks, the backpropagation neural networ......

The Cross-Shareholding Network and Risk Contagion from Stochastic Shocks: An Investigation Based on China's Market

期刊: COMPUTATIONAL ECONOMICS, ; ()

This investigation performs a detailed analysis of how the cross-shareholding network enhances stock market comovement and leads to the rise of the ri......

Macro-Regional Economic Structural Change Driven by Micro-founded Technological Innovation Diffusion: An Agent-Based Computational Economic Modeling Approach

期刊: COMPUTATIONAL ECONOMICS, ; ()

This paper introduces an agent-based computational economic modeling approach into an input-output analytical framework and proposes diffusion of tech......

An Identification Algorithm of Systemically Important Financial Institutions Based on Adjacency Information Entropy

期刊: COMPUTATIONAL ECONOMICS, ; ()

The identification and supervision of systemically important financial institutions (SIFIs) are crucial for regulators to address systemic risks to th......

Using Machine Learning Approach to Evaluate the Excessive Financialization Risks of Trading Enterprises

期刊: COMPUTATIONAL ECONOMICS, ; ()

As Internet technology develops and spreads widely, using the Internet for financial management has become a new type of financial technology. Despite......

The Relationship Between Economic Growth and Electricity Consumption: Bootstrap ARDL Test with a Fourier Function and Machine Learning Approach

期刊: COMPUTATIONAL ECONOMICS, ; ()

In this study, the relationship between electricity and growth of the economy is investigated by applying the newly-developed bootstrap autoregressive......

Revisiting the Merton Problem: from HARA to CARA Utility

期刊: COMPUTATIONAL ECONOMICS, ; ()

This paper revisits the classical Merton problem on the finite horizon with the constant absolute risk aversion utility function. We apply two differe......

The Use of Machine Learning Combined with Data Mining Technology in Financial Risk Prevention

期刊: COMPUTATIONAL ECONOMICS, ; ()

In order to improve the ability of enterprises to deal with financial risks, reduce labor costs, reduce financial losses, increase investors' trust in......

A Regression-Based Calibration Method for Agent-Based Models

期刊: COMPUTATIONAL ECONOMICS, ; ()

Because of their complexity, taking agent-based models to the data is still an unresolved issue. In this paper we propose a method to calibrate the mo......

Markov Regime-Switching in-Mean Model with Tempered Stable Distribution

期刊: COMPUTATIONAL ECONOMICS, 2020; 55 (4)

Markov Regime-Switching (MRS) model is a widely used approach to model the actuarial and financial data with potential structural breaks. In the origi......

A Novel Decomposition-Ensemble Based Carbon Price Forecasting Model Integrated with Local Polynomial Prediction

期刊: COMPUTATIONAL ECONOMICS, 2020; 55 (4)

This study proposes a decomposition-ensemble based carbon price forecasting model, which integrates ensemble empirical mode decomposition (EEMD) with ......

Forecasting Trade Potential Between China and the Five Central Asian Countries: Under the Background of Belt and Road Initiative

期刊: COMPUTATIONAL ECONOMICS, 2020; 55 (4)

Under the background of the Belt and Road Initiative, this paper constructs a measurement equation for China's exports to the five Central Asian count......

Analysis of China's Regional Economic Environmental Performance: A Non-radial Multi-objective DEA Approach

期刊: COMPUTATIONAL ECONOMICS, 2020; 55 (4)

One of the hot topics is how to achieve more accurate results of economic and environmental efficiency evaluation in China. Previous data envelopment ......

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