Panel Data (Fixed Effects, Random Effects) - R for Economists Moderate 9
This series of videos will serve as an introduction to the R statistics language, targeted at economists. In this video, I cover the basics of panel data using library(plm), pdata.frame()s, and performing fixed effects, random effects, and first-difference regressions with plm(), as well as the Hausman test (phtest()). The Heiss textbook section mentioned in the video can be found at https://www.urfie.net/downloads/PDF/U... (see page 225) 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), and vtable

Missing Data - R for Economists Moderate 10

Econometrics - Within Variation and Fixed Effects

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Using lme4 in R for Mixed Models

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Econometrics - Difference in Differences

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The Intuition behind Panel Regression

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Causality: Fixed Effects

Fixed and random effects with Tom Reader

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Robust or Clustered Errors and Post-Regression Statistics - R for Economists Moderate 2

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Panel Data and Fixed Effects in R

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Panel Data Models

