A Non Econometricians Guide to Causal Identification with Fixed Effects Models as a Case Study @mikecrowson2462
A Non Econometricians Guide to Causal Identification with Fixed Effects Models as a Case Study  @mikecrowson2462
Uploaded June 2026 | Updated September 2026, 2 weeks ago
This presentation discusses the topic of causal identification from a non-economist's perspective using fixed effects panel regression as a case study.

Powerpoint (edited after video):
drive.google.com/file/d/1id6DWnYrVtXo9sMQaVTkS_Z97m7bAh1I/view
A Non Econometricians Guide to Causal Identification with Fixed Effects Models as a Case StudyTesting moderated mediation (with parallel mediators) in SPSS with Process Models 14 and 15Exploratory factor analysis using RStudio and EFA.dimensions package (video accompanying blog post)Path analysis with manifest variables using Stata Part 1: The basicsPath analysis with latent variables in Stata based on sem syntaxDescriptive statistics with SPSS 2026Determining number of factors during EFA using Maximum Likelihood factor analysis in SPSSDownloading and activating Hayes Process macro for RStudioDescriptive statistics and scales of measurement Part 2Understanding zero order, partial, and part correlations in your SPSS regression output (July 2020)Independent samples t test using Stata (April 2020)Creating a small dataset in Stata from the Command line (August 2021)
Mike Crowson |

A Non Econometrician's Guide to Causal Identification with Fixed Effects Models as a Case Study

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