International Journal of Neutrosophic Science IJNS 2690-6805 2692-6148 10.54216/IJNS https://www.americaspg.com/journals/show/3621 2020 2020 Advances in Hypothesis Testing with Neutrosophic Sets: A Framework for Uncertainty Division of Computational Science, Faculty of Science, Prince of Songkla University, Hat Yai, Songkhla 90110, Thailand Sasiwimon Sasiwimon Division of Computational Science, Faculty of Science, Prince of Songkla University, Hat Yai, Songkhla 90110, Thailand Sasiwimon Iwsakul In this paper, we extend statistical hypothesis testing to data represented as neutrosophic sets, encompassing membership, indeterminacy, and non-membership components. Two distinct scenarios are considered: first, where all three components are independent, and second, where all three components are dependent. 2025 2025 127 135, 10.54216/IJNS.260111 https://www.americaspg.com/articleinfo/21/show/3621