金融业数字化对金融资产建模和定价的影响

M. Sigova, I. Klyuchnikov, S. Vasilev, A. Zatevakhina
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引用次数: 0

摘要

数字金融服务不断扩大,取代了向客户提供传统金融服务。这项研究的目的是双重的。首先,考虑到人们对金融资产价格模型的兴趣日益增长。第二个目标是追踪金融数字化对金融资产建模和定价方法变化的作用。数字化使金融产品和服务自动化,因此金融服务质量不断提高,优惠范围不断扩大,金融市场数量不断增长。金融向“数字”的转变使我们能够为广泛引入金融资产建模和估值的贝叶斯方法提供真正的基础。文章介绍了界定经典金融和数字金融的初步前提,以及与“大数据”和“数字”的广泛实施相关的传统和新的定价和预测建模方法。
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The impact of the digitisation of the financial industry on the modelling and pricing of financial assets
Digital financial services continue to expand and replace the delivery of traditional financial services to the customers. The purpose of the study is twofold. First, to consider the growing interest in price modelling for financial assets. The second goal is to trace the role of digitisation in finance on changes in the methodology of both modelling and pricing of financial assets. Digitisation automates financial products and services, as a result of which the quality of financial services is increasing, the set of offers is expanding, and the financial markets are growing numerically. The transformation of finance to 'digit' allows us to provide a real basis for the widespread introduction of Bayesian methods of modelling and valuation of financial assets. The article introduces preliminary premises for the demarcation of classical and digital finance, as well as traditional and new methods of pricing and predictive modelling in connection with the wide implementation of 'big data' and 'digit'.
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来源期刊
International Journal of Risk Assessment and Management
International Journal of Risk Assessment and Management Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
0.70
自引率
0.00%
发文量
1
期刊介绍: The IJRAM is an interdisciplinary and refereed journal that provides cross learning between: - Different business and economics, as well as scientific and technological, disciplines - Energy industries, environmental and ecological systems - Safety, public health and medical services - Software services, reliability and safety
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