دانلود مقاله ISI انگلیسی شماره 100749
ترجمه فارسی عنوان مقاله

حد متوسط ​​میدان مدل مالی بازار رفتاری

عنوان انگلیسی
Mean field limit of a behavioral financial market model
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
100749 2018 31 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Physica A: Statistical Mechanics and its Applications, Volume 505, 1 September 2018, Pages 613-631

ترجمه کلمات کلیدی
حد متوسط ​​میدان، بازار سهام، مدل جنبشی، مدل مبتنی بر عامل، مالیات رفتاری، حقایق تلطیف
کلمات کلیدی انگلیسی
Mean field limit; Stock market; Kinetic model; Agent-based models; Behavioral finance; Stylized facts;
پیش نمایش مقاله
پیش نمایش مقاله  حد متوسط ​​میدان مدل مالی بازار رفتاری

چکیده انگلیسی

In the past decade there has been a growing interest in agent-based econophysical financial market models. The goal of these models is to gain further insights into stylized facts of financial data. We derive the mean field limit of the econophysical Cross model (Cross, 2005) and show that the kinetic limit is a good approximation of the original model. Our kinetic model is able to replicate some of the most prominent stylized facts, namely fat-tails of asset returns, uncorrelated stock price returns and volatility clustering. Interestingly, psychological misperceptions of investors can be accounted to be the origin of the appearance of stylized facts. The mesoscopic model allows us to study the model analytically. We derive steady state solutions and entropy bounds of the deterministic skeleton. These first analytical results already guide us to explanations for the complex dynamics of the model.