3 papers
stat.ME2026
Robust Modeling of Extremes in the Presence of Inliers with Enhanced Tail Estimation
Shivshankar Nila, Ishapathik Das, N. Balakrishna
Extreme value theory provides a fundamental framework for modeling rare and extreme events; however, threshold selection remains a persistent challenge, particularly in the presenc…
stat.ME2026
A Flexible Modeling of Extremes in the Presence of Inliers
Shivshankar Nila, Ishapathik Das, N. Balakrishna
Many random phenomena, including life-testing and environmental data, show positive values and excess zeros, which pose modeling challenges. In life testing, immediate failures res…
stat.ME2025
Modeling Extreme Events in the Presence of Inlier: A Mixture Approach
Shivshankar Nila, Ishapathik Das, N. Balakrishna
In many random phenomena, such as life-testing experiments and environmental data (like rainfall data), there are often positive values and an excess of zeros, which create modelin…