Mathematics and Finance: Some Philosophical Remarks

被引:4
|
作者
Ippoliti, Emiliano [1 ]
机构
[1] Sapienza Univ Rome, Rome, Italy
来源
关键词
Mathematics; Finance; Philosophy; Performativity; Ethics; MODELS;
D O I
10.1007/s11245-020-09706-1
中图分类号
B [哲学、宗教];
学科分类号
01 ; 0101 ;
摘要
I examine the role that mathematics plays in understanding and modelling finance, especially stock markets, and how philosophy affects it. To this end, I explore how mathematics penetrates finance via physics, constructing a 'financial physics', and I outline the philosophical backgrounds of this process, in particular the 'philosophy of equilibrium' and that of critical points or 'out-of-equilibrium'. I discuss the main characteristics and a few weaknesses of these mathematizations of financial systems, notably econometrics and econophysics, and I compare the two ways, top-down and bottom-up, of building mathematical approaches to finance. The top-down approach is the most used and the most conservative. I argue that it guarantees a mathematical account, but it is less effective than the more difficult bottom-up approach, which is more appropriate and which may end up without a mathematical account of financial phenomena. I then consider two important issues raised by a mathematical approach to finance, that is, the performative and the reversing side of mathematics, and an ethics of mathematics. In the first case I argue that mathematics not only can be a performative device, but it also enables 'reversing' dynamics, that is, a mathematical model may become not a representational tool, but a device of social engineering-a mathematical way of investigating what are the initial conditions and processes needed to obtain an intended result. In the second case I argue that this specific relation between mathematical modelling and prediction raises an ethical question in finance, namely, a responsible construction and use of the mathematical models provided by a financial physics. From physics to finance: the mathematical way Finance, mathematics and the philosophy of equilibrium Finance, mathematics and critical points A mathematical access key? Performativity: the mathematical forging of finance An Ethics of mathematics in finance
引用
收藏
页码:771 / 781
页数:11
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