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Panel data from the 27 provinces in China are analyzed using special kinds of regression models to ascertain the main factors influencing medical expenditures. The findings show that economic growth, government investment in health, supply of health care services and medical technology progress are the key factors affecting health care costs. The faster the economy develops and the more the government...
Existing clustering algorithms need to specify the number of clusters and to select initial points using human input, which lead to inferior clustering and optimisation outputs. Here, an improved grey decision-making model based on the thought of affinity propagation algorithm and grey correlation analysis is proposed to solve these problems. According to the panel data class and the inter-class candidate...
The results of the fixed-effect model of panel data statistical analysis for the national development zones in Hubei province showed that the production function of was increasing returns to scale, the output elasticity of land and fixed assets investment were similar but far less than labor. Based on the comparative analysis of the eight economic indicators of efficiency of land during 2007 to 2014,...
This paper proposes a hard landing prediction method based on panel data clustering with flight data. The hard landing is a hazard that is critical to flight during the landing phase. It may cause damage to the aircraft structure, resulting in direct or indirect economic losses, damaging to human comfort and other adverse consequences. Firstly, based on the panel data in economics, the flight panel...
This study uses econometric approach and panel data techniques investigate the effect of socioeconomic factors on electricity distribution loss. In the first part the impact of socioeconomic variables on electricity distribution losses in the provinces of Iran during the Period 2011 and 2014 investigated. In the Second Part, Using Quarterly data during the Period 2014 and 2016 the relationship between...
Intelligent compaction (IC) is an innovative technology that has been used in road and earthwork construction. However, the current IC technology is unable to measure material density directly as the acceptance criteria by owner agencies. To tackle this issue, the authors have developed a sensing-information-statistics integrated model to predict asphalt material density for 100% coverage of construction...
Tourism is a fast and continuous growing industry. Tourism generates new employment opportunities and it is a significant source of foreign exchange earnings for the country. Foreign exchange earnings generated through the inbound international tourism plays a significant role in the India's economic growth. This paper identifies the factors influencing the inbound tourist demand in Indian states...
This paper highlights the importance of measuring systemic risk of commercial banks. Conditional Value-at-Risk (CoVaR) is used to measure the degree of "risk externalities" that a specific bank contributes to the whole banking system. Our analysis not only presents current levels of systemic risk of individual banks but also the changes with time passes. There is some evidence that larger...
In recent years, the land and housing prices continue to rise, and has become an important livelihood issue of social concern and the focal point of government's macro-control. Almost all the media and public will blame the excessive growth of house prices on the supply of real estate. Besides, there are sudden huge profits in real estate. However, the increasing price of land is the main reason of...
This study has explored the effect of the Internet on international service trade in developing countries using the method of unbalanced panel data and modified gravity model from 1990 to 2011. The obtained results showed that on the investigation period, The Internet has had a positive and significant effect on the service trade of developing countries. Furthermore, there is a positive relation among...
Based on China's provincial panel data from 1996 to 2006, this paper investigates into the factors affecting China's housing price-to-income ratio. It is concluded that: Both growth rate of per capita GDP and working structure ratio affects housing price-to-income ratio positively while the increase of household garbage treatment ratio promotes housing price-to-income ratio as a whole, and that education...
After reform of non-tradable shares to complete, along with limits sells the stock in batches going on the market, the increase of tradable shares proportion has the remarkable influence on liquidity level in China A shares market, thus also changed the liquidity premium. This paper uses panel data model, selects two liquidity variable from different angle, tests and analyzes the liquidity premium...
In this paper factors affecting china's outflow foreign direct investment are analyzed through the panel data of China's nonfinancial sector outflow foreign direct investment to 21 host countries, the cumulative number of host country's anti-dumping cases against china, host country's per capita national income, the standard of China's export to host country, and exchange rate of RMB to the host country's...
The purpose of the study is research of an analysis method about competitive situation of the passenger car market. Firstly cluster analysis of 131 kind passenger cars on the market value, and then established panel data model of each submarket. The parameter estimation of price weight influence sales quantity to determine the degree of influence of each car in each model. Therefore the method could...
This paper establishes a gravity model of trade by panel data such as China's export to its 25 primary international trade partners etc during 1997–2008. And the model embraces time trend variable which divides the samples into 12 groups. Through the empirical study we find that China's export country distribution per annum is impacted in various extent by China and its trade partner's GDP, China...
Based on the statistical data of 2000-2008 year, covering 31 provinces of panel data, the aim of this paper is to analyze and estimate the relationship between the model of foreign direct investment and the provincial gross domestic product growth rate. We found that foreign direct investment inflows on regional economic growth greatly influence an increase of 1 percentage point per input, it will...
Based on China 35 large and medium city' panel data from 1998 to 2006, this paper employs panel data Granger causality test and error correction to explore the relationship between land price and housing price. The results are: (1) land price and housing price have mutual causal relationship and feedback mechanism; (2) land price and housing price have equilibrium relationship in a long term but are...
The paper puts forward theoretical assumptions about the relevant influences of stakeholder and the performance of capital allocation in joint-stock commercial banks, and took an empirical test the data of China's joint-stock commercial banks. The results show that the influences of stakeholders are obvious, and the results are helpful to improve their corporate governance mechanisms.
The difference of performance among Chinese provincial e-governments is very obvious, but the underlying momentums yet to be analyzed in depth. From the intuitive point of view, the e-government development may be affected by a lot of factors such as the local online demand, regional urbanization, regional economic openness, regional economic development level and the other visible or invisible constraints...
The rapid development of foreign direct investment (FDI) effectively compensates for the developing shortage gap of China's ports in the area of capital formation, technological progress, international competitiveness, management and mechanisms, and human resource, FDI has become the most important force driving the rapid growth of China's ports. FDI in China's port is highly concentrated in the eastern...
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