aspg-33-1690-1792222832 20261017074032 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Galoitica: Journal of Mathematical Structures and Applications GJMSA 2834-5568 2023 5 1 Mazeat Koreny Department of Mathematical Statistics, Faculty of Science, University of Aleppo, Aleppo, Syria Mohamed Bisher Zeina Department of Mathematical Statistics, Faculty of Science, University of Aleppo, Aleppo, Syria Shaza Zubeadah Department of Basic Science, Faculty of Informatics Engineering, University of Aleppo, Aleppo, Syria In this paper, many entropy measures of noncentral Fisher distribution were driven including Shannon, Renyi, Sharma, Havrda, Arimoto and Tsallis. A comparison between these entropies was made according to distribution’s shift parameter, distribution’s degrees of freedom, shape parameter and truncation parameter. The entropy that had less relative loss was said to be better than the other. There were significant differences according to all studied parameters except the shift parameter and we found that the best entropy of the mentioned entropies for noncentral Fisher distribution was Renyi entropy. 2023 17 35 1690 https://creativecommons.org/licenses/by/4.0/ 10.54216/GJMSA.050102 https://americaspg.com/journal/33/article/1690 https://americaspg.com/storage/51681564622.pdf