Below are short lessons on econometrics and R topics. The goal of the lessons is to show how econometrics and R are useful and how they can be applied to real life work problems. The lessons are written for a general audience so I do not discuss theory or intensive math proofs. I post a new lesson about once every other week and constantly update previous ones.
If you have any feedback or questions please do not hesitate to contact me. Thank you for reading and enjoy!
Originally Posted: December 2, 2018, Last Updated: December 2, 2018
Coming Up Next (each lesson will also have corresponding R code notes): - Forecasting with Univariate Time Series (currently writing) - Math Review (Matrix Algebra) - Statistics Review (Stat Concepts with Matrices) - OLS Basics with Multiple Variables - Forecasting with Multiple Variables - Generalized Least Squares (GLS) and Feasible Generalized Least Squares (FGLS) - Instrumental Variables (IV) and Two Stage Least Squares (2SLS) - Generalized Method of Moments (GMM) - Panel Data Techniques - Seemingly Unrelated Regressions (SUR) Model - Simultaneous Equations Systems - Maximum Likelihood Estimation (MLE) - Limited Dependent Variable Models - Nonparametric and Semiparametric Models - Nonparametric Statistical Tests
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