Minimum Distance Estimation in AR(1)-processes |
| |
Authors: | Piot Michel |
| |
Affiliation: | (1) Department of Mathematical Statistics, University of Bern, Bern, Switzerland |
| |
Abstract: | In this paper a new minimum distance estimator is defined in case that the residuals of an AR(1)-process are contaminated normally distributed. This estimator is asymtotically normally distributed and in most cases less biased than the least square estimator. Furthermore, a method is presented to numerically calculate the minimum distance estimator as a root of an implicit function. |
| |
Keywords: | autoregressive processes minimum distance estimation contaminated normal distribution asymptotic behavior |
本文献已被 SpringerLink 等数据库收录! |