Vol. 6 No. 1 (2023)
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Open AccessOriginal Research Articles
Article ID: 368
Analysis on the Current Situation and Optimization Strategy of Statistics Teaching in Chinaby Yuncheng Shang
Insight - Statistics, Vol.6, No.1, 2023; 578 Views, 65 PDF Downloads
As one of the important teaching subjects, the development and implementation of statistics teaching is conducive to the further realization of the training and construction of China’s statistical talents, and has an important role in promoting China’s social development and economic prosperity. Based on this, people from all walks of life have recently paid more and more attention to the training of statistics talents, thus effectively promoting the development and implementation of statistics teaching reform in China. In this article, the development of statistics teaching in colleges and universities in China is deeply explored and analyzed. During this process, the main shortcomings in statistics teaching in China are explored in detail, and corresponding optimization strategies are formulated, aiming at further improving and optimizing the quality of statistics teaching.
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Open Access
Original Research Articles
Article ID: 369
On the Problems and Countermeasures in the Development of Corporate Statistical Managementby Lin Hu
Insight - Statistics, Vol.6, No.1, 2023; 451 Views, 64 PDF Downloads
Under the guidance of market economy, Chinese enterprises have developed vigorously in recent years. Based on this, the amount of data in daily operation and management of enterprises has been continuously increased. Corporate managers have paid more attention to enterprise statistics to fully understand the development of enterprises, thus effectively promoting the effective exploration and optimization of corporate statistics. However, a large number of practices have indicated that there are some deficiencies in the statistical management of enterprises in China, which in turn limits the optimization of the statistical work of enterprises. Hence, in order to further meet the needs of corporate statistical work, relevant staff should actively reflect on statistical work and formulate corresponding optimization strategies. This article analyzes the current situation of statistical management in Chinese enterprises, and puts forward corresponding optimization countermeasures, aiming at further promoting the quality of statistical work.
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Open Access
Original Research Articles
Article ID: 137
Comprehensive Evaluation and Analysis of Listed Companies with Insuranceby Tianyao Chen
Insight - Statistics, Vol.6, No.1, 2023; 1228 Views, 34 PDF Downloads
This paper mainly used the financial data of three insurance companies listed in China, and used SPSS software to carry on comprehensive ranking to eight indexes which are representative of the three companies for six years, then use the cluster analysis to analyze the business situation of the company classification, and finally make a comprehensive analysis and evaluation.
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Open Access
Original Research Articles
Article ID: 332
Analysis and Prediction of Soccer Games: An Application to the Kaggle European Soccer Databaseby Wuhuan Deng, Eric Zhong
Insight - Statistics, Vol.6, No.1, 2023; 803 Views, 224 PDF Downloads
The study of soccer game data has many applications for both fans and teams. The effective analytical work can not only help the teams to improve their offensive and defensive skills and strategies, but also could assist the fans to make a bet. In this work, the authors study the European League Dataset with statistical methods to analyze the game data. Moreover, machine learning techniques are designed to predict the game results based on in-game performance and pre-game odds provided by bookmakers. With rational feature engineering and model selection, our model results in an overall 95% accuracy.
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Open Access
Original Research Articles
Article ID: 139
A Study on the Credit Scale of Commercial Banksby Yumeng Qiu
Insight - Statistics, Vol.6, No.1, 2023; 941 Views, 31 PDF Downloads
In recent years, with the rapid development of China's economy and the trend of economic globalization, China's financial market development momentum is good. Commercial banks and other financial institutions, the rapid growth of credit scale, the development of the national economy has played a catalytic role. But the credit changes will aff ect the investment changes, which led to increased money supply, but also increase the credit risk, commercial bank credit expansion caused by a series of problems also exposed: exacerbate infl ation, resulting in overcapacity, causing economic structural imbalance, accumulate the risk of the fi nancial system, and increase the bank's bad assets. The scale of credit has become a hot topic of concern at home and abroad, research and grasp the rational growth of commercial bank credit to achieve the best size of the problem is urgent. This paper analyzes the reasons for the increasing credit scale of commercial banks, analyzes the harm of excessive expansion of credit scale, explains the necessity of rational expansion of credit scale, and puts forward some suggestions on the credit development of commercial banks in the future.
