关于折叠和截断多元正态分布矩的研究

On Moments of Folded and Truncated Multivariate Normal Distributions

Journal of Computational and Graphical Statistics · 2017
被引 92 · 同刊同年前 8%
ABS 3

中文导读

本文开发了涉及多元正态分布密度的积分递推关系,可快速计算折叠和截断多元正态分布的矩,并给出低阶矩的显式表达式。

Abstract

Recurrence relations for integrals that involve the density of multivariate normal distributions are developed. These recursions allow fast computation of the moments of folded and truncated multivariate normal distributions. Besides being numerically efficient, the proposed recursions also allow us to obtain explicit expressions of low-order moments of folded and truncated multivariate normal distributions. Supplementary material for this article is available online.

多元统计多元正态分布矩方法计算算法