Uploaded June 2026 | Updated September 2026, 2 weeks ago
This video begins with a discussion of what binary logistic regression is and why we use it. I then proceed to demonstrating binary logistic regression with a worked example using the data file and do-file linked below. The Powerpoint referenced in the video can be downloaded at the link below.
Powerpoint: drive.google.com/file/d/1WCXQudKLKmF1i83hN93mhnI23MQrFGmi/view
Data file: drive.google.com/file/d/1k68xe1GEMWGm3muFQbycLpzKmxm6OMmq/view
Example do-file: drive.google.com/file/d/1Z4GQnPRIunGsFCXWNKsC-ovDejmXiPLD/view
This video begins with a discussion of what binary logistic regression is and why we use it. I then proceed to demonstrating binary logistic regression with a worked example using the data file and do-file linked below. The Powerpoint referenced in the video can be downloaded at the link below.
Powerpoint: drive.google.com/file/d/1WCXQudKLKmF1i83hN93mhnI23MQrFGmi/view
Data file: drive.google.com/file/d/1k68xe1GEMWGm3muFQbycLpzKmxm6OMmq/view
Example do-file: drive.google.com/file/d/1Z4GQnPRIunGsFCXWNKsC-ovDejmXiPLD/view



![Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)
This video provides a demonstration of multilevel path analysis using an example from Heck and Thomas (2015) book, An introduction to multilevel modeling techniques: MLM and SEM approaches using MPLUS. [See my next video in the series here: https://youtu.be/mayQ79h_Dt8. ]
A copy of the .csv file containing the data can be downloaded here:
https://drive.google.com/file/d/1FU6kzwtPum6UHMqj-gdkpHpSq1yMQ1bd/view
You can download a copy of the basic syntax I use in this video here:
https://drive.google.com/file/d/1Yt7COMLa0uZzjfDNfDNcY_BpTDWAsMLy/view Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)](https://i.ytimg.com/vi/jaZtRgBJ_Tk/mqdefault.jpg)






