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Preprint Sep 2026

Finite sample behavior of the maximum likelihood estimator in the Poisson model under Gaussian design

We study the maximum likelihood estimation of the coefficient {\beta} in well-specified Poisson regression. Using tools from empirical process theory and random conic geometry, we show that the probability of existence of the maximum likelihood estimator (MLE) exhibits a sharp phase transition at the threshold n>d. We...

Matthieu Lerasle, A. Roche · 0 citations
Conference Sep 2026

AI Application for Perforation Interval Prediction Under Limited Well Logging Data Conditions: A Case Study at Te Giac Trang Field

The Te Giac Trang (TGT) field, operated by Hoang Long Joint Operating Company (HLJOC), is located in Block 16-1, Cuu Long Basin, approximately 120 km from Vung Tau. The exploitation of the TGT field faces significant challenges due to the lack of well logging data (WL) in some potential reservoir formations such as U...

D.-V. Long, A. Roche, D. D. Phan et al. · 0 citations

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