In recent years, the issue of energy consumption modeling techniques in the building sector has been widely considered by researchers and managers. Researches indicate that energy consumption in residential sector is one of the main parts of the total consumption. Moreover, the urban residence is supposed as a significant consumer of energy in every country and therefore a focus for energy cons...

conclusions where there is a relationship between two longitudinal and survival responses, joint modeling can estimate it. background admission to the icu (intensive care unit) is frequently complicated by early aki (acute kidney injury). the development of aki following cardiac surgery is particularly associated with increased mortality and morbidity. according to akin (acute kidney injury net...

Factor and sparse models are two widely used methods to impose a low-dimensional structure in high-dimension. They seemingly mutually exclusive. In this paper, we propose simple lifting method that combines the merits of these supervised learning methodology allows efficiently explore all information high-dimensional datasets. The is based on flexible model for panel data, called factor-augment...