使用诱导重加权移动平均的波动率新度量

A NEW MEASURE OF VOLATILITY USING INDUCED HEAVY MOVING AVERAGES

Technological and Economic Development of Economy · 2019
被引 14
人大 A-

中文导读

提出一种基于诱导重有序加权移动平均(IHOWMA)算子的波动率计算方法,相比传统标准差均值法,能融入决策者对未来预期和态度,并以2016年三种汇率为例展示应用。

Abstract

The volatility is a dispersion technique widely used in statistics and economics. This paper presents a new way to calculate volatility by using different extensions of the ordered weighted average (OWA) operator. This approach is called the induced heavy ordered weighted moving average (IHOWMA) volatility. The main advantage of this operator is that the classical volatility formula only takes into account the standard deviation and the average, while with this formulation it is possible to aggregate information according to the decision maker knowledge, expectations and attitude about the future. Some particular cases are also presented when the aggregation information process is applied only on the standard deviation or on the average. An example in three different exchange rates for 2016 are presented, these are for: USD/MXN, EUR/MXN and EUR/USD

诱导重有序加权移动平均波动率测度有序加权平均算子