... pdf] . ... Hierarchical modeling of astronomical images and uncertainty in truncated data sets . Abstract: I will discuss two astronomical problems that I am working on, and the statistical issues surrounding them. ... Abstract: There is a broad spectrum of astro-statistical challenges, in this age of huge, complex, and computer-intensive models, data, instruments, and questions. ... Doing Right By Massive Data: Using Probability Modeling To Advance The Analysis Of Huge Astronomical Datasets . ...