Neutrosophic Topp-Leone Extended Exponential distribution modeling with application for bladder cancer patients.

Hammood, Nawal Mahmood; Rashad, Nadwa Khazaal; Algamal, Zakariya Yahya

The Topp-Leone Extended Exponential distribution is used to simulate human lifetime data patterns in the field of survival analysis. To characterize a variety of uncertain survival data, the neutrosophic Topp-Leone extended exponential distribution (NTLEED) is used. The specified distribution is a great tool for modeling unknown data that is somewhat positively biased. This study covers the primary statistical properties of the constructed NTLEED, including the survival function, hazard rate, and neutrosophic moments. In addition, the neutrosophic parameters are estimated using the popular maximum likelihood estimation technique. To determine whether the predicted neutrosophic parameters were obtained, a simulation study is carried out. Not to mention that actual data has been used to discuss potential real-world applications of NTLEED. Real data were utilized to demonstrate how well the proposed model performed in contrast to the current distributions.

SURVIVAL analysis (Biometry); NEUTROSOPHIC logic; BLADDER cancer patients; ESTIMATION theory; FUZZY systems

International Journal of Neutrosophic Science (IJNS), 2025, Vol 25, Issue 1, p239

2692-6148

Academic Journal

10.54216/IJNS.250122