Week 3

Missing Data Techniques

Materials for meeting on

February 1, 2023

Before Class

Articles

  • Baraldi, A. N., & Enders, C. K. (2010). An introduction to modern missing data analyses. Journal of School Psychology, 48(1), 5-37. doi:10.1016/j.jsp.2009.10.00]

  • What are some common methods for handling missing data in statistical analyses?

  • How do different missing data mechanisms (e.g., missing completely at random, missing at random, missing not at random) impact the validity of statistical inferences?

  • What are some potential limitations and drawbacks of using multiple imputation to handle missing data?

Optional

After Class

  • Kabacoff, R. I. (2022). *R* in Action* Chapter 18.