Fixed effects regression with longitudinal data: Least-squares dummy variable approach using SPSS @mikecrowson2462
Fixed effects regression with longitudinal data: Least-squares dummy variable approach using SPSS  @mikecrowson2462
Uploaded January 2024 | Updated September 2026, 2 weeks ago
This video demonstrates how you can perform regression analysis involving panel data using SPSS. Specifically, I demonstrate use of the least-squares dummy variable (LSDV) approach to address clustering in your data and then demonstrate the use of an SPSS macro for obtaining cluster-robust standard errors and tests.

Links to SPSS data files:
drive.google.com/file/d/1MJ8pl_YgoPCyt0ffc1At7WXLihnjihwB/view
drive.google.com/file/d/1oTbq7n4Grc7ezv5NTERqDOiZWKtSdbZf/view

Link to Powerpoint:
drive.google.com/file/d/1zil41KmHsTI50-3tXe-RNImQo0KEHyIs/view

Link to Huang and Li (2022) article:
link.springer.com/article/10.3758/s13428-021-01627-0

Link to Github to download macro:
github.com/flh3/CR2/tree/master/SPSS

LINK TO VIDEO DEMONSTRATING INSTALLATION OF MACRO: youtu.be/m_GHzXUaI_Y
Fixed effects regression with longitudinal data: Least-squares dummy variable approach using SPSSProcess model 7: Testing first-stage moderated mediation using Process with SPSS (Aug 2023)Multilevel Poisson regression using IBM SPSS (March 2020)Fixed and random effects models with panel data using Stata (Part 1)Fixed effects regression in SPSS 28 for repeated measures/longitudinal data (video 3 of 3)Parallel analysis for SPSS users using web utilityExploratory factor analysis with Stata (Jan 2023; see links under video description)Testing for measurement invariance using AMOS (Nov 2020)Multiple regression using dummy coding of multi-categorical predictors in SPSS (August 2021)Short demo of factorial ANOVA with simple effects tests using SPSS version 28 (Feb 2022)A very basic orientation to AMOS for beginnersBinary logistic regression using Stata 17 drop-down menus (May 2021)
Mike Crowson |

Fixed effects regression with longitudinal data: Least-squares dummy variable approach using SPSS

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER