TY  - GEN 
AU  - Carrizosa, Emilio
AU  - Jiménez-Llamas, Rafael
AU  - Ramírez Cobo, Josefa
A4  - Estadística e Investigación Operativa
PY  - 2024
UR  - http://hdl.handle.net/10498/32822
AB  - Bias in data may lead to prediction procedures which discriminate individuals from sensitive groups. In this paper we propose a Bayesian method for parameter estimation in the linear regression model taking fairness into ac- count. For a given prior...
LA  - eng
KW  - fairness
KW  - machine learning
KW  - linear regression model
KW  - Normal-Gamma prior,
KW  - empirical Bayes
KW  - unfairness measure
KW  - Gram-Schmidt process
TI  - Empirical Bayes fairness in linear regression
ER  -