Yahya Algamal, Z., زکریا, Abdul kareem, Q. and قمر 2025. Generalized ridge estimator shrinkage estimation based on particle swarm optimization algorithm. IRAQI JOURNAL OF STATISTICAL SCIENCES. 17, 2 (Jun. 2025), 26–35.