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Mixtape-Sessions

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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]!

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  1. .github .github Public

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Repositories

Showing 10 of 21 repositories
  • 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 29 19 0 0 Updated Oct 29, 2024
  • Causal-Inference-2 Public

    Causal Inference II Mixtape Session taught by Scott Cunningham

    Mixtape-Sessions/Causal-Inference-2’s past year of commit activity
    HTML 172 136 0 0 Updated Oct 29, 2024
  • Machine-Learning Public

    Machine Learning and Causal Inference taught by Brigham Frandsen

    Mixtape-Sessions/Machine-Learning’s past year of commit activity
    Jupyter Notebook 187 86 0 0 Updated Oct 18, 2024
  • 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 245 163 0 0 Updated Oct 11, 2024
  • Mixtape-Sessions/Mixtape-Website’s past year of commit activity
    Astro 7 4 0 0 Updated Sep 16, 2024
  • Design-Based-Inference Public

    Design-Based Inference Mixtape Session taught by Peter Hull

    Mixtape-Sessions/Design-Based-Inference’s past year of commit activity
    TeX 38 12 0 0 Updated Sep 16, 2024
  • Madrid-2024 Public

    Codechella Madrid 2024

    Mixtape-Sessions/Madrid-2024’s past year of commit activity
    TeX 14 8 0 0 Updated May 29, 2024
  • Heterogeneous-Effects Public

    Machine Learning and Heterogeneous Effects taught by Brigham Frandsen

    Mixtape-Sessions/Heterogeneous-Effects’s past year of commit activity
    Scheme 41 30 0 0 Updated Apr 22, 2024
  • Advanced-DID Public

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

    Mixtape-Sessions/Advanced-DID’s past year of commit activity
    HTML 146 113 0 0 Updated Mar 16, 2024
  • Synthetic-Control-and-Clustering Public

    Synthetic-Control-and-Clustering taught by Alberto Abadie

    Mixtape-Sessions/Synthetic-Control-and-Clustering’s past year of commit activity
    40 28 0 0 Updated Mar 16, 2024

Most used topics

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