Enhancing Neutrosophic Weibull-G Family: Simulation and Applications on Neutrosophic Data

This paper, propose a new family of continuous probability distributions that combines the Weibull distribution and T-X method to generate the modified family and then combine it with Neutrosophic framework. This family is known as the Neutrosophic Modified Weibull-G (NMW-G) family. Also present the Neutrosophic Modified Weibull Exponential (NMW-E) distribution. The effectiveness of the NMW-E was tested on real neutrosophic data (time to failure of 20 electronic components) and compared with several neutrosophic distributions using specific statistical methods. Five simulations methods were also performed to estimate parameters using: MLE, LSE, WLSE, ADE, and RTADE, and their associated statistical properties were analyzed. The results demonstrated high accuracy and flexibility of the proposed distribution compared to other classical distributions.

• Publication year

  2025

• Venue

  Journal of Cultural Analysis and Social Change

• Publication date

  2025-12-10

• Fields of study

  Not labeled

• Identifiers
  DOI 10.64753/jcasc.v10i4.3098
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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