Multivariate random sums appear in many scientific fields, most notably in actuarial science, where they model both the number of claims and their sizes. Unfortunately, they pose severe inferential problems. For example, their density function is analytically intractable, in the general case,...

Site-adaptation corrects long-term satellite-derived solar irradiance datasets, which improve solar power system modeling by reducing the risks in performance estimation. This study begins with a data-efficient approach to probabilistic site-adaptation, using simple model averaging to quantify...

Purpose - When the probability of each model is known, a natural idea is to select the most probable model. However, in many practical situations, the exact values of these probabilities are not known; only the intervals that contain these values are known. In such situations, a natural idea is...