Week 03: Clustered Data

[03a] Materials

Topics

• Multilevel Data and Questions
• Conceptual Issues with Clustering
• Statistical Issues with Clustering

Readings

• HMV Chapter 1: Introduction to Multilevel Analysis
• McCoach & Adelson (2010): Understanding the effects of clustered data

Slides

*Note that you can click the three-line (hamburger) icon on the bottom-left of the slides to access a navigation menu. You can click inside the slides region and press the left and right arrow keys on your keyboard to advance and reverse the slides and animations.

[03b] Materials

Topics

• “Complete Pooling” Approaches
• “No Pooling” Approaches
• “Partial Pooling” Approaches

Readings

• S&F Chapter 3: Approaches to Multilevel Data
• Advanced: McNeish et al. (2016): On the unnecessary ubiquity of hierarchical linear modeling
• Advanced: McNeish (2023): A practical guide to selecting and blending approaches for clustered data

Slides

*Note that you can click the three-line (hamburger) icon on the bottom-left of the slides to access a navigation menu. You can click inside the slides region and press the left and right arrow keys on your keyboard to advance and reverse the slides and animations.

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