Explore statistical models and their role in connecting data to theory in this comprehensive lecture from the Serrapilheira/ICTP-SAIFR Training Program in Quantitative Ecology. Delve into advanced concepts presented by Paulo Inacio Prado from USP as part of the fourth class in the series. Learn how to effectively link empirical data with theoretical frameworks, enhancing your understanding of quantitative ecology. Gain insights from an expert in the field and discover practical applications of statistical modeling in ecological research. Note that this lecture is part of an in-person training program and is not designed as an online course.