Econometrics
This MIT OpenCourseWare course covers the econometric models and techniques used to analyze economic data, with an emphasis on regression methods. Topics include simultaneous equations, program evaluation, instrumental variables, panel data methods, measurement error, and limited dependent variable models. The course moves from foundational ordinary least squares regression into more advanced identification strategies used to estimate causal effects from observational data. Materials include lecture notes, problem sets, and exams drawn from MIT's economics curriculum, giving learners a full semester's worth of coursework to work through at their own pace. No enrollment or certificate is offered, but all course materials are freely downloadable under MIT's open license, making this suitable for anyone with a background in statistics who wants a rigorous, self-directed introduction to applied econometric analysis.