Skip to content
@Mixtape-Sessions

Mixtape-Sessions

Mixtape Sessions Logo

Mixtape Sessions

Mixtape Sessions aims to provide high-quality and approachable courses in Casual Inference. Multiple times per year our Causal-Inference Democratizer in Chief, Scott Cunningham, hosts our "Mixtape Sessions" which are our flagship, multi-day workshops aimed towards early causal-inference learners. We also welcome researchers working on the frontier of causal inference methods to host "Mixtape Tracks" which are shorter workshops aimed at advanced topics.

Online Material

A goal of ours is to create a body of high-quality lecture material that individuals can access for free as a byproduct of our company. In this github organization, you will find repositories containing our (growing!) library of workshops:

Mixtape Sessions

This two-part series is designed to survey the large and complicated field of causal inference following the structure of Scott Cunninghams's book, Causal Inference: The Mixtape . We will review the theory behind each of these research designs in detail with the aim being comprehension, competency and confidence.

Causal Inference 1 Causal Inference 2 Causal Inference 3

Mixtape Tracks

These shorter courses are taught by a leading researcher focusing on specific topics.

Instrumental Variables Doing Applied Research Synthetic Control and Clustering Doing Applied Research Machine Learning and Causal Inference Machine Learning and Heterogeneous Effects Advanced Difference-in-Differences Shift-Share IV Frontiers in Difference-in-Differences Demand Estimation

Support and Questions

If you have any questions, please send us an email at [email protected]!

Pinned Loading

  1. .github .github Public

    5 3

Repositories

Showing 10 of 21 repositories
  • Causal-Inference-2 Public

    Causal Inference II Mixtape Session taught by Scott Cunningham

    Mixtape-Sessions/Causal-Inference-2’s past year of commit activity
    TeX 220 160 0 0 Updated Nov 23, 2025
  • Mixtape-Sessions/Mixtape-Website’s past year of commit activity
    Astro 7 3 0 0 Updated Nov 12, 2025
  • Heterogeneous-Effects Public

    Machine Learning and Heterogeneous Effects taught by Brigham Frandsen

    Mixtape-Sessions/Heterogeneous-Effects’s past year of commit activity
    Scheme 66 43 0 0 Updated Nov 11, 2025
  • Demand-Estimation Public

    Demand Estimation taught by Jeff Gortmaker and Ariel Pakes

    Mixtape-Sessions/Demand-Estimation’s past year of commit activity
    Jupyter Notebook 131 57 0 0 Updated Oct 24, 2025
  • Machine-Learning Public

    Machine Learning and Causal Inference taught by Brigham Frandsen

    Mixtape-Sessions/Machine-Learning’s past year of commit activity
    Jupyter Notebook 218 98 0 0 Updated Oct 13, 2025
  • Causal-Inference-1 Public

    Causal Inference 1 Mixtape Session taught by Scott Cunningham

    Mixtape-Sessions/Causal-Inference-1’s past year of commit activity
    TeX 308 191 0 0 Updated Oct 5, 2025
  • Advanced-DID Public

    Advanced Differnce-in-Differences Mixtape Track taught by Jonathan Roth

    Mixtape-Sessions/Advanced-DID’s past year of commit activity
    HTML 179 130 0 0 Updated Aug 25, 2025
  • Shift-Share Public

    Shift-Share Instrument Mixtape Track taught by Peter Hull

    Mixtape-Sessions/Shift-Share’s past year of commit activity
    TeX 99 82 0 0 Updated Jul 30, 2025
  • Causal-Inference-3 Public

    Causal Inference 3 Mixtape Session taught by Scott Cunningham

    Mixtape-Sessions/Causal-Inference-3’s past year of commit activity
    HTML 51 41 0 0 Updated Jul 9, 2025
  • Codechella-Madrid Public

    Codechella Madrid 2025

    Mixtape-Sessions/Codechella-Madrid’s past year of commit activity
    TeX 29 13 0 0 Updated May 30, 2025

Most used topics

Loading…