A note on conjugate Bayesian estimators of random effects model
The theoretical findings for the Bayes random effects model and the Bayes random effects model with linear constraints on the model coefficients are the contribution of this study. We take into account the random effect model, which includes both fixed and random effects in addition to the experimen...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2024-01-01
|
| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00147.pdf |
| _version_ | 1797213276967272448 |
|---|---|
| author | Mohaisen Ameera Jaber AL-Mouel Abdul-Hussein Saber Abdulsamad Saja Yaseen |
| author_facet | Mohaisen Ameera Jaber AL-Mouel Abdul-Hussein Saber Abdulsamad Saja Yaseen |
| author_sort | Mohaisen Ameera Jaber |
| collection | DOAJ |
| description | The theoretical findings for the Bayes random effects model and the Bayes random effects model with linear constraints on the model coefficients are the contribution of this study. We take into account the random effect model, which includes both fixed and random effects in addition to the experimental error term. We sought to offer a detailed examination of some characteristics of the Bayes and restricted Bayes estimators of the model in addition to applying the Bayesian approach to draw conclusions about the model using a conjugate prior distribution. |
| first_indexed | 2024-04-24T10:55:43Z |
| format | Article |
| id | doaj.art-c61aeae816344c0d8c03328ac892a080 |
| institution | Directory Open Access Journal |
| issn | 2117-4458 |
| language | English |
| last_indexed | 2024-04-24T10:55:43Z |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj.art-c61aeae816344c0d8c03328ac892a0802024-04-12T07:36:22ZengEDP SciencesBIO Web of Conferences2117-44582024-01-01970014710.1051/bioconf/20249700147bioconf_iscku2024_00147A note on conjugate Bayesian estimators of random effects modelMohaisen Ameera Jaber0AL-Mouel Abdul-Hussein Saber1Abdulsamad Saja Yaseen2Department of Mathematics, College of Education for Pure Science, AL-Basrah UniversityDepartment of Mathematics, College of Education for Pure Science, AL-Basrah UniversityDepartment of Mathematics, College of Education for Pure Science, AL-Basrah UniversityThe theoretical findings for the Bayes random effects model and the Bayes random effects model with linear constraints on the model coefficients are the contribution of this study. We take into account the random effect model, which includes both fixed and random effects in addition to the experimental error term. We sought to offer a detailed examination of some characteristics of the Bayes and restricted Bayes estimators of the model in addition to applying the Bayesian approach to draw conclusions about the model using a conjugate prior distribution.https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00147.pdf |
| spellingShingle | Mohaisen Ameera Jaber AL-Mouel Abdul-Hussein Saber Abdulsamad Saja Yaseen A note on conjugate Bayesian estimators of random effects model BIO Web of Conferences |
| title | A note on conjugate Bayesian estimators of random effects model |
| title_full | A note on conjugate Bayesian estimators of random effects model |
| title_fullStr | A note on conjugate Bayesian estimators of random effects model |
| title_full_unstemmed | A note on conjugate Bayesian estimators of random effects model |
| title_short | A note on conjugate Bayesian estimators of random effects model |
| title_sort | note on conjugate bayesian estimators of random effects model |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00147.pdf |
| work_keys_str_mv | AT mohaisenameerajaber anoteonconjugatebayesianestimatorsofrandomeffectsmodel AT almouelabdulhusseinsaber anoteonconjugatebayesianestimatorsofrandomeffectsmodel AT abdulsamadsajayaseen anoteonconjugatebayesianestimatorsofrandomeffectsmodel AT mohaisenameerajaber noteonconjugatebayesianestimatorsofrandomeffectsmodel AT almouelabdulhusseinsaber noteonconjugatebayesianestimatorsofrandomeffectsmodel AT abdulsamadsajayaseen noteonconjugatebayesianestimatorsofrandomeffectsmodel |