7 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ME2026
A Copula-Based Regression Framework for Enhanced Prediction under Heteroscedasticity
Deepani Hemachandra, Jagath Senarathne, Mahasen Dehideniya
Classical regression approaches, including ordinary least squares, rely on strong assumptions such as constant variance and normality of residuals, which are often violated in real…
stat.ME2019★ 7 cited
A synthetic likelihood-based Laplace approximation for efficient design of biological processes
Mahasen Dehideniya, Antony M. Overstall, Chris C. Drovandi +1
Complex models used to describe biological processes in epidemiology and ecology often have computationally intractable or expensive likelihoods. This poses significant challenges…