Statistics
Advanced Regression Analysis
USD 15.00
Advanced Regression Analysis builds on the fundamental concepts of regression and takes learners into more sophisticated methods used to analyze relationships between variables and make reliable predictions. The course explores multiple regression, model specification, interaction effects, categorical variables, diagnostic testing, multicollinearity, heteroscedasticity, and model evaluation. Emphasis is placed on interpreting statistical results, identifying potential problems in regression models, and making informed conclusions from empirical data.