R for Economists Bonus 2: estimatr for cluster or robust standard errors, and instrumental variables скачать в хорошем качестве

R for Economists Bonus 2: estimatr for cluster or robust standard errors, and instrumental variables

This series of videos will serve as an introduction to the R statistics language, targeted at economists. This video covers the estimatr package, which is a very useful package for running regressions that works in the ways economists expect them to! It does linear and instrumental-variables regression, with options for fixed effects, clustering, and robust standard errors. The full ggplot2 reference manual can be found at https://ggplot2.tidyverse.org/reference/ Download the code from all my R videos at once at https://nickchk.com/R%20for%20Economi... You can find links to every video in the series here: http://nickchk.com/videos.html#rstats There are videos on: [BASIC] Getting Started, Getting Help, Objectives and Variables, Vectors and Matrices, Data Frames, Packages, Summary Statistics (of One and Two Variables), Plots and Graphs, and Linear Regression (OLS), [MODERATE] Regression Formulas, Robust or Clustered Standard Errors and Post-Regression Stats, Regression Plots, Instrumental Variables (IV Regression), Time Series, ARIMA and ARMA, Probit and Logit, Tobit and Heckman, Panel Data, and Missing Data, and [ADVANCED] Simulations, The Tidyverse, Reshape and Join/Merge, dplyr (Introduction, Piping, and Grouping), ggplot (Introduction, Geometries, Overlaid and Grouped Plots, and Titles and Labels), vtable, and estimatr.