Tutorials

Introduction to R

• Worlds Fastest R Primer

• Dplyr (Coming soon)

• Purrr (Coming soon)

• ggplot 2 (Coming soon)

Introduction to Python (Coming soon)

Multilevel Modeling

• Reliability and Agreement

• Why Multilevel Modeling? The Logic of Nesting in Organizations

• Partitioning Variance: The Unconditional Model and ICC

• Random Intercept Models: Adding Predictors Across Levels

• Random Slopes and Model Building Strategy

• Centering Decisions: Not Just a Technical Choice

• Cross-Level Interactions in Multilevel Models

• Model Comparison, Fit, and Estimation Methods in MLM

• Assumptions, Diagnostics, and Practical Issues in MLM

• Statistical Power for Multilevel Designs

• Multilevel Mediation: Within and Between Effects

• Multilevel Moderation and Moderated Mediation

• Longitudinal and Growth Curve Models

• Three-Level Models and Complex Nesting Structures

• Bayesian Multilevel Modeling and Multilevel Structural Equation Modeling

• Reporting Standards and Best Practices in Multilevel Modeling

Social Network Analysis

• Introduction to ERGMs (including TERGMs and STERGMs)

• Qgraph Example

Agent-Based Modeling (Coming soon)

Bayesian Optimization & Bandits

• Thompson Sampling: From Slot Machines to Serious Science