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 in 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 and researchers seeking to deepen their understanding of statistical approaches in ecology. Part of a broader program featuring renowned lecturers from institutions like USP, Princeton University, and the University of Chicago, this class provides a solid foundation in cutting-edge quantitative ecology methods.