The Research Of Financial Performance Evaluation Of A Property Insurance Company Based On Principal Component Analysis

Financial performance is the contribution of enterprise strategy and its implementation and execution to the final performance. With the rapid development of the property insurance industry, the financial performance analysis and evaluation methods have not kept pace with the times. Then, in order to property insurance business stakeholders more in-depth understanding of the enterprise and make the right decision, explore a property insurance company financial performance evaluation system has certain guiding significance and representative and use is very necessary. In the analysis of existing evaluation methods, the lack of the old case, this paper tries to from a new perspective, and with the most advanced and scientific statistical analysis tools SPSS and MATLAB, to analyze and evaluate the financial performance of A company. Because the business data of 2016 all property insurance companies have not announced or not audited, the thesis chooses the financial performance data of each insurance company in 2015 and related industries, according to the basic characteristics of financial enterprises and according to the particularity of the property insurance company, which is composed of 5 indexes and 35 level two indexes with complete index system cover and representative is established, analysis method, factor analysis method and fuzzy clustering analysis method using principal components, the A company's financial performance in the property insurance industry in the overall evaluation, and puts forward the countermeasures to improve. Through the analysis and evaluation and promotion measures, this paper seeks to be able to A company and the property insurance industry healthy and sustainable development, bring some positive influence.