How to identify multivariate outliers in SPSS using squared Mahalanobis distance @mikecrowson2462

How to identify multivariate outliers in SPSS using squared Mahalanobis distance @mikecrowson2462

Uploaded January 2021 | Updated September 2026, 2 weeks ago

This video provides a walk-through of steps you can take to generate the squared Mahalanobis distance in SPSS and how to interpret it in the context of identifying potential multivariate outliers.

The Powerpoint referenced in the video can be downloaded here:
drive.google.com/file/d/14ojbgeBNMBRtWdyuDdcndnaXqYyc-eiD/view

A copy of the SPSS data file can be downloaded here: drive.google.com/file/d/1OT4Mt2BQJGJO-cSDbayz5trBXZDL_lK_/view

How to identify multivariate outliers in SPSS using squared Mahalanobis distance

First stage moderated mediation using PROCESS 5.0 (Model 7)

Combining graphs in Stata (Sept, 2021)

Poisson regression using Stata (June 2023)

Stata demo: Moderated multiple regression with continuous focal X and moderator W variables

How to identify potential collinearity among predictors when running multiple regression using SPSS

Testing and plotting interaction effects: Multiple regression in Stata (updated 2/3/20)

Moderated multiple regression using Process macro Multicategorical option

Second stage moderated mediation using PROCESS 5 Model 14

Polynomial regression using SPSS 28: Conceptual and practical overview with a single predictor model

Using Hayes Process macro with R Studio to test a simple mediation model (Aug 2022)

Moderated multiple regression using Hayes Process Macro v3.3 with SPSS (July 2019)

How to identify multivariate outliers in SPSS using squared Mahalanobis distance