Week 11: Longitudinal Analysis 1

[11a] Repeated Measures

Topics

1. Within-Person Variance
   • Trial-level Analysis
   • Task-by-Person Effects
2. The Structure of Error
   • Autocorrelation Tests
   • Drift vs. White Noise

File Downloads

• intell_sim.csv

Readings

• S&F Chapter 9: Multilevel modeling with repeated measures data
• Brauer & Curtin (2018)
• Hoffman Chapter 4

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.

[11b] Longitudinal Fluctuation

Topics

1. Longitudinal Fluctuation
   • Longitudinal Taxonomy
   • State vs. Trait Predictors
2. Advanced Applications
   • State–Trait Automoderation
   • Spatial Exponential Errors

File Downloads

• ema_sim.csv

Readings

• HMV Chapter 5: Analyzing Longitudinal Data
• Hoffman Chapter 1: Introduction to the Analysis of Longitudinal 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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