Courses
Our comprehensive course covers causal inference and bias analysis methodology. Each chapter includes interactive R code examples, exercises, and quizzes using certified CRAN packages.
Comprehensive Course - Start Here
All Levels60 hours45 chapters
Target Trial Emulation
From Causal Inference to Real-World Evidence
A comprehensive course covering causal inference methodology from foundational concepts to advanced target trial emulation techniques.
Causal InferenceDAGsPropensity ScoresIP WeightingG-MethodsBias AnalysisTarget Trial Emulation
Start CourseCourse Levels
- FoundationalChapters 1-15Foundations of causal inference
- AppliedChapters 16-33Causal inference methods
- SpecializedChapters 34-45Complex causal analysis
R Packages Used
dagittyMatchItWeightItsurvivalepisensrEValue
DAG Builder
Create and analyze causal diagrams interactively
R Playground
Run R code in your browser with pre-loaded packages
Calculators
E-values, bias factors, and sensitivity analysis