Tutorials & Examples
===================

Learn Causal Agent through hands-on tutorials, comprehensive case studies, and practical examples. This section provides interactive learning materials for users at all levels.

All tutorials include downloadable Jupyter notebooks that you can run locally or in cloud environments like Google Colab or Binder.

.. toctree::
   :maxdepth: 2
   :caption: Learning Materials

   notebooks/index
   case_studies/index
   examples/index

Learning Path
-------------

**For Beginners**
   1. Review basic :doc:`examples/index` for common use cases
   2. Explore simple :doc:`case_studies/index` to see complete analyses

**For Intermediate Users**
   1. Work through domain-specific :doc:`case_studies/index`
   2. Compare methods using :doc:`examples/index`
   3. Try advanced :doc:`notebooks/index` with complex datasets

**For Advanced Users**
   1. Study comprehensive :doc:`case_studies/index` with multiple methods
   2. Explore edge cases in :doc:`examples/index`
   3. Contribute your own tutorials to the community

Tutorial Categories
-------------------

**By Domain**
   * Economics and Policy Analysis
   * Healthcare and Medical Research
   * Education and Social Sciences
   * Marketing and Business Analytics
   * Technology and Product Analysis

**By Method**
   * Randomized Controlled Trials (RCT)
   * Difference-in-Differences (DiD)
   * Instrumental Variables (IV)
   * Regression Discontinuity (RDD)
   * Propensity Score Methods

**By Complexity**
   * Beginner: Basic concepts and simple analyses
   * Intermediate: Multi-step analyses with diagnostics
   * Advanced: Complex scenarios and method comparisons