A new log dagum singh maddala TX family of distribution

This study introduces the Log-Dagum Singh Maddala (4P) distribution, a significant ‎contribution to the field of continuous distributions. We investigate its statistical properties ‎including probability density, hazard rate, survival functions, quantiles, and order statistics. ‎The distribution is thoroughly characterized using multiple approaches and maximum ‎likelihood estimation is used to determine the parameters. The model's effectiveness is ‎evaluated using three real-world datasets and a comparative analysis with established ‎distributions highlights its advantages. The results confirm the excellence of the proposed ‎model demonstrating its practical significance in real data analysis‎.