Workshop Resources
2021 Workshop Presentations & RMarkdown Files:
Kate Mills — Intro: PDF
Responsible use of ABCD Dataset: PDF
Sara Weston, Michelle Byrne, & Jenn Pfeifer — Secondary Data Analysis & Preregistration of Longitudinal Studies: PDF
Jenn Pfeifer — Neurodevelopmental Theories of Adolescent Mental Health: The Cases of Puberty and Early Adversity: PDF
Eric Feczko — Adolescent Brain Cognitive Development (ABCD) Community MRI Collection and Utilities: PDF
Tyler Matta — Multilevel modeling Theory Track 1 PDF
Megan Herting — Multilevel modeling Theory Track 2: PDF
Wes Thompson — Multilevel modeling Tutorial Track 1: R Script
Kate Mills — Multilevel modeling Tutorial Track 2: RMarkdown
Ethan McCormick & John Flournoy — SEM Theory & Tutorials: PDF & RMarkdown
Michelle Byrne — COVID Hot Mess & Best Practices for Missing Data in Longitudinal Studies PDF
Tara Madhyastha — Neuropointilist walkthrough PDF
2021 Recorded Talks
Tyler Matta — Intro to Longitudinal Modeling: Theory & Issues
Sara Weston, Michelle Byrne, and Jenn Pfeifer — Secondary Data Analysis & Pre-registration of Longitudinal Analyses
Nick Allen & Jenn Pfeifer— Adolescent Brain Development and Mental Health: Theories of Change and Clinical Outcomes
John Flournoy & Ethan McCormick — Introduction to Longitudinal Structural Equation Modeling
Ethan McCormick- SEM Track 2 Theory
Megan Herting — Mixed Effects Models Track 2 Theory
Tara Madhyastha & John Flournoy — Data Science Tools Tutorials: Track 2
Michelle Byrne — Missing Data in Longitudinal Studies
Tara Madhyastha — Neuropointilist
Eric Feczko — Intro to ABCC
2019 Workshop Resources
For recorded talks and lecture slides from the 2019 workshop, check out this page: 2019 Resources
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