ECLR-R for Econometrics
Offered By: YouTube
Course Description
Overview
Learn essential econometric techniques using R and RStudio in this comprehensive tutorial. Begin with installation and orientation of R and RStudio, then progress through data import, basic analysis, and summary statistics using Tidyverse. Master regression analysis, ARIMA estimation, time series plotting, and GARCH modeling. Conclude by exploring difference-in-differences analysis with a practical example on Minimum Legal Drinking Age (MLDA). Gain hands-on experience in applying econometric methods to real-world data using R's powerful tools and libraries.
Syllabus
Installing R and R Studio.
R Studio Orientation.
R Data Import.
Basic Data Analysis in RStudio.
Summary Stats in R using Tidyverse.
Regression in R(Studio).
ARIMA estimation in R.
Time Series Plots in R.
Garch Modelling in R.
Diff-in-Diff in R, the Minimum Legal Drinking Age (MLDA) example.
Taught by
ralf becker
Related Courses
Statistics OnePrinceton University via Coursera Intro to Statistics
Stanford University via Udacity Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)
The Chinese University of Hong Kong via Coursera Statistics in Medicine
Stanford University via Stanford OpenEdx Análisis Estadístico Básico con SPSS
Universidad de Cantabria via Miríadax