📅 19 August 2024
DOI: 10.62383/bilangan.v2i4.204
Comparison Of Some Estimation Methods For The Estimators Of Marshall Olkin Distribution With Simulation
Bilangan : Jurnal Ilmiah Matematika, Kebumian dan Angkasa
Asosiasi Riset Ilmu Matematika dan Sains Indonesia (ARIMSI)
📄 Abstract
The research comprised multiple simulated tests to determine the relationship between (sample size, distribution parameter value, estimation method, and pollution indivuduales). The experimental findings indicate that the estimator is influenced by sample size, the value of distribution parameter, estimation method, and pollution indivuduales. The results of the mean square error analysis indicate that (robust estimation method) produces the best results with the lowest mean square error, and the best estimation method was (191) of (243) simulation experiments. Additional statistical distributions with additional factors can be performed to demonstrate additional results.
🔖 Keywords
#Marshall Olkin distributions; Probability density function; Cumulative density function; Maximum likelihood estimation method; Robust estimation method; Mean square error
ℹ️ Informasi Publikasi
Tanggal Publikasi
19 August 2024
Volume / Nomor / Tahun
Volume 2, Nomor 4, Tahun 2024
📝 HOW TO CITE
Najlaa Ali Dhumad; Abbas Lafta Kneehr, "Comparison Of Some Estimation Methods For The Estimators Of Marshall Olkin Distribution With Simulation," Bilangan : Jurnal Ilmiah Matematika, Kebumian dan Angkasa, vol. 2, no. 4, Aug. 2024.
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