Explore statistical models and their role in linking data to theory in this comprehensive lecture from the Serrapilheira/ICTP-SAIFR Training Program in Quantitative Ecology. Delivered by Andrea Sanchez-Tapia, an expert from RLadies, The Carpentries, and The Turing Way, this 88-minute session delves into advanced concepts of statistical modeling. Learn how to bridge the gap between raw data and theoretical frameworks, enhancing your ability to interpret and analyze ecological data. While designed for an in-person format, this recorded lecture offers valuable insights for quantitative ecologists, researchers, and students looking to deepen their understanding of statistical applications in ecology. Gain knowledge from a distinguished panel of lecturers, including experts from USP, Princeton University, and the University of Chicago, as part of this comprehensive training program.