Bayesian estimation of AR(1) models with uniform innovations
Discussiones Mathematicae. Probability and Statistics, Tome 25 (2005) no. 1, pp. 71-75
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The first-order autoregressive model with uniform innovations is considered. In this paper, we propose a family of BAYES estimators based on a class of prior distributions. We obtain estimators of the parameter which perform better than the maximum likelihood estimator.
Keywords:
autoregressive model, Bayesian estimator, prior distribution, uniform distribution
@article{DMPS_2005_25_1_a3,
author = {Fellag, Hocine and Nouali, Karima},
title = {Bayesian estimation of {AR(1)} models with uniform innovations},
journal = {Discussiones Mathematicae. Probability and Statistics},
pages = {71--75},
publisher = {mathdoc},
volume = {25},
number = {1},
year = {2005},
language = {en},
url = {http://geodesic.mathdoc.fr/item/DMPS_2005_25_1_a3/}
}
TY - JOUR AU - Fellag, Hocine AU - Nouali, Karima TI - Bayesian estimation of AR(1) models with uniform innovations JO - Discussiones Mathematicae. Probability and Statistics PY - 2005 SP - 71 EP - 75 VL - 25 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/DMPS_2005_25_1_a3/ LA - en ID - DMPS_2005_25_1_a3 ER -
Fellag, Hocine; Nouali, Karima. Bayesian estimation of AR(1) models with uniform innovations. Discussiones Mathematicae. Probability and Statistics, Tome 25 (2005) no. 1, pp. 71-75. http://geodesic.mathdoc.fr/item/DMPS_2005_25_1_a3/