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Data mining technology is an interdiscipline using theory and technology of artificial intelligence, machine learning, statistics and other fields. It can extract implicit but useful information and knowledge from vast amount of historical data for the enterprise, and provide solid support for the decision of company. Combining with the rate reform of domestic automobile insurance industry, this paper...
The automobile insurance is a massive sector of the whole property insurance industry in China. However, there is a big deficit in this huge market. Since the existing pricing models are only based on the cost and risk factors, we propose a share of choice model based on conjoint analysis and mathematical programming that combines consumers' perception and market share. This model provides a new method...
This article researches some problems in the automobile insurance in the non-life insurance, and calculates the posterior distribution of the claims frequency and posterior estimates of the missing parameter values by MCMC simulation. In the case of incomplete historical data, uses WinBUGS package to find the posterior distribution of the claim frequency parameters and the estimate of the correlation...
This study examines the presence and causes of the underwriting cycles in China. We find the existence of underwriting cycle in automobile insurance line of China. The evidence supports the capital market imperfection hypothesis in Chinese automobile insurance market.
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