AERA Annual Meeting 2026

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Division D - Section 2: Statistical Theory and Quantitative Methods

Wednesday, April 8, 2026 PDT
7:45am PDT
Wed, April 8, 7:45am to Sun, April 12, 3:00pm PDT (Wed, April 8, 7:45am to Sun, April 12, 3:00pm PDT)
Virtual Posters Exhibit Hall, Virtual Poster Hall
Division D - Section 2: Statistical Theory and Quantitative Methods Virtual Poster Session
In Event: Virtual Poster Session
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Virtual iPresentation Only
3:45pm PDT
3:45 to 5:15pm PDT (3:45 to 5:15pm PDT)
InterContinental Los Angeles Downtown, Floor: 5th Floor, Hancock Park West
Effect Estimation for Causality and Prediction: Multilevel and Single-case Designs, Machine Learning, and Distributional Assumptions
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Paper Session
Thursday, April 9, 2026 PDT
7:45am PDT
7:45 to 9:15am PDT (7:45 to 9:15am PDT)
Los Angeles Convention Center, Floor: Level Two, Poster Hall - Exhibit Hall A
Poster Session: Statistical Theory, Quantitative Methods and Applications
In Event: AERA Poster Session Thursday 7:45am
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Poster Session
2:15pm PDT
2:15 to 3:45pm PDT (2:15 to 3:45pm PDT)
InterContinental Los Angeles Downtown, Floor: 5th Floor, Echo Park
The Nuance of Patterns: Methods for Uncovering Intricate Quantitative Relationships
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Paper Session
4:15pm PDT
4:15 to 5:45pm PDT (4:15 to 5:45pm PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Ground Floor, Gold 4
RT6: Tutorials, Guides and Workflows in Quantitative Education Research: Putting our Quantitative Advances into Practical Use
In Event: AERA Roundtable Session Thursday 4:15 pm - Gold 4
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session
Friday, April 10, 2026 PDT
7:45am PDT
7:45 to 9:15am PDT (7:45 to 9:15am PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Ground Floor, Gold 4
RT4: Modeling Complex Data and Patterns: Bayesian, Longitudinal, and Machine Learning Approaches
In Event: AERA Roundtable Session Friday 7:45 am - Gold 4
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session
9:45am PDT
9:45 to 11:15am PDT (9:45 to 11:15am PDT)
InterContinental Los Angeles Downtown, Floor: 5th Floor, Hancock Park West
Innovations for Complexity in Models and Design: Inference, Estimation, Classification, and Longitudinal Issues
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Paper Session
11:45am PDT
11:45am to 1:15pm PDT (11:45am to 1:15pm PDT)
InterContinental Los Angeles Downtown, Floor: 5th Floor, Hancock Park West
AI, Machine Learning, and Data Science in Modeling and Prediction: New Strategies and Applications
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Paper Session
3:45pm PDT
3:45 to 5:15pm PDT (3:45 to 5:15pm PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Ground Floor, Gold 4
RT5: Advances and Implications for Causal Inference and Power in Randomized Treatment Designs
In Event: AERA Roundtable Session Friday 3:45 pm - Gold 4
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session
Saturday, April 11, 2026 PDT
9:45am PDT
9:45 to 11:15am PDT (9:45 to 11:15am PDT)
InterContinental Los Angeles Downtown, Floor: 5th Floor, Hancock Park West
Addressing Challenges in Causality: Free Will, Mediation and Latent Factors, Heterogeneity, and Variable Selection
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Paper Session
1:45pm PDT
1:45 to 3:15pm PDT (1:45 to 3:15pm PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Ground Floor, Gold 4
RT3: Imputation Strategies and Synthesis/Meta-Analytic Designs with Mediation Effects or Complex Structures
In Event: AERA Roundtable Session Saturday 1:45 pm - Gold 4
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session
3:45pm PDT
3:45 to 5:15pm PDT (3:45 to 5:15pm PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Ground Floor, Gold 4
RT2: Quantitative Advances and Approaches to Research on Inclusion, Equity, Educational Disparities and Student Success
In Event: AERA Roundtable Session Saturday 3:45 pm - Gold 4
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session
Sunday, April 12, 2026 PDT
1:45pm PDT
1:45 to 3:15pm PDT (1:45 to 3:15pm PDT)
JW Marriott Los Angeles L.A. LIVE, Floor: Gold Level, Gold 3
RT1: Measurement and Related Issues in Quantitative Research Designs, Analysis, and Simulation
In Event: AERA Roundtable Session Sunday 1:45 pm - Gold 3
Sub Unit: Division D - Measurement and Research Methodologies / Division D - Section 2: Statistical Theory and Quantitative Methods
Session Type: Roundtable Session

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