Three-level multilevel modeling using SPSS 28 (March 2022)
In this video I provide a walkthrough of steps and options available for carrying out multilevel modeling in SPSS when you have three levels. I pivot off an example and discussion by Hox et al. (2017) in their text, Hox, J.J., Moerbeek, M., & van de Shoot, R. (2017). Multilevel analysis: Techniques and applications (3rd ed). Routledge: New York. [https://www.taylorfrancis.com/books/m...] The video presentation is not intended to be exhaustive of all aspects of multilevel analysis (or three-level models in particular). However, I do offer a general commentary throughout. Additional details with more complex discussion and interpretation is provided in the Supplemental Powerpoint I reference in the video. Download SPSS data file here: https://drive.google.com/file/d/17qte... Download Powerpoint here: https://drive.google.com/file/d/1fMTy...
Multivariate multilevel model SPSS 28 (March 2022)
Multivariate multilevel modeling using SPSS 28 / second demo (March 2022)
Multilevel modeling (two-levels) in R with 'lme4' package (May, 2019)
Hierarchical multiple regression using SPSS (February 2020)
Fixed effects regression in SPSS 28 for repeated measures/longitudinal data (video 1 of 3)
Multilevel binary logistic regression using IBM SPSS (March 2020)
Trump Attends NBA Finals, Cries Election Fraud in California & Storms Out of Interview
Multilevel regression with 2 levels in SPSS: Review of examples from Chapter 3 of Heck et al. (2014)
Testing and probing interaction effects in HLM (SPSS demos with Preacher's web utility; Aug 2019)
Simple Explanation of Mixed Models (Hierarchical Linear Models, Multilevel Models)
Multilevel regression using Stata: Modeling two-level data (Dec. 2019)
Mixed Models, Hierarchical Linear Models, and Multilevel Models: A simple explanation
How to decide whether an effect is fixed or random in mixed models
Why trains don't usually crash into each other
Multinomial logistic regression using SPSS (July, 2019)
HLM example in SPSS (video 1) using school data
Multilevel mediation in SPSS (video 2): Testing 2-1-1 models using Rockwood's MLmed macro
Multiple regression using dummy coding of multi-categorical predictors in SPSS (August 2021)
