Bayesian estimation of AR(1) models with uniform innovations
Discussiones Mathematicae. Probability and Statistics, Tome 25 (2005) no. 1, pp. 71-75

Voir la notice de l'article provenant de la source Library of Science

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  - 
%0 Journal Article
%A Fellag, Hocine
%A Nouali, Karima
%T Bayesian estimation of AR(1) models with uniform innovations
%J Discussiones Mathematicae. Probability and Statistics
%D 2005
%P 71-75
%V 25
%N 1
%I mathdoc
%U http://geodesic.mathdoc.fr/item/DMPS_2005_25_1_a3/
%G en
%F DMPS_2005_25_1_a3
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/