LETTER TO THE EDITOR: FITTING A FOLDED NORMAL DISTRIBUTION WITHOUT EM

成果类型:
Letter
署名作者:
MacDonald, Iain L.
署名单位:
University of Cape Town
刊物名称:
ANNALS OF APPLIED STATISTICS
ISSN/ISSBN:
1932-6157
DOI:
10.1214/20-AOAS1410
发表日期:
2020
页码:
2096-2098
关键词:
摘要:
The problem of fitting a folded normal distribution by maximum likelihood has been described as 'not straightforward', and alternatives such as EM proposed. We suggest here that it is in fact straightforward to fit such a distribution by direct numerical maximization of the likelihood. We demonstrate this in an example. The relevant R code is included.