稳定分布参数估计:一项比较研究

Estimation of Stable-Law Parameters: A Comparative Study

Journal of Business & Economic Statistics · 1989
被引 98 · 同刊同年前 8%
人大 AABS 4

中文导读

比较了迭代回归法和分位数法在估计稳定分布参数时的表现,使用模拟数据和实际数据,对金融等领域的研究者有参考价值。

Abstract

The stable distribution has many desirable properties and is applicable in many areas of scientific pursuit (e.g., the study of stock-return behavior). Despite this, little is known about the properties of the various extant estimation techniques for the parameters of the stable laws. This article compares the iterative regression technique with the latest version of the fractile technique, using both simulated and actual data.

稳定分布参数估计迭代回归法分位数法蒙特卡洛模拟