Foundations of Nonlinear Econometrics

Are you looking to understand complex economic data beyond basic linear models? This course provides a solid foundation in nonlinear econometric techniques essential for modern economic analysis. You will gain the knowledge to apply sophisticated statistical methods to economic problems, enabling you to interpret results with greater accuracy and depth. This course transforms your ability to model and analyze economic phenomena. What you'll learn: * Understand the principles of large sample theory for estimation and hypothesis testing. * Apply Generalized Method of Moments (GMM) for robust estimation. * Master techniques for censored, truncated, and quantile regression. * Explore structural estimation and treatment effect models. * Learn nonparametric and semiparametric estimation approaches. * Practice simulation methods and bootstrapping for reliable inference. * Gain an introduction to Bayesian methods in econometrics. This course covers key nonlinear econometric models and their practical economic applications, building from fundamental concepts to advanced techniques. Designed for beginners with no prior econometrics experience, this course offers a clear path to understanding complex analyses. Start your journey into advanced economic modeling today.