Dataset for Beta Regression Analysis of GPA and Environmental Factors

This repository presents a comprehensive analysis exploring how various environmental and individual factors influence university students' academic performance, quantified through GPA ratios. Utilizing beta regression models the study examines the relationship between study environment variables, such as ventilation, lighting, and noise levels, and students' GPAs. The dataset comprises survey responses from 171 university students in Milan, capturing both environmental conditions and personal informations. Accompanying R code facilitates data preprocessing, model fitting, and result visualization, offering a replicable framework for similar analyses.