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 a month 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; coming soon, I promise!) - 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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