Lectures

Please find below the schedule of our lectures. Each lecture includes a brief description, required readings, and suggested readings for further exploration. The lecture slides and additional resources will be posted on the course website and GitHub repository. Please remember that the schedule may change during the course. If you have any questions or need further assistance, please let me know!

Lecture 01: Introduction to Experimental Design (August 27, 2025)

Required readings:

Suggested readings:

Lecture 02: Theories and Experiments (September 3, 2025)

Required readings:

Suggested readings:

Lecture 03: Causal Inference and Potential Outcomes (September 8, 2025)

Required readings:

Lecture 04: Selection Bias and Randomisation (September 10, 2025)

Required readings:

Suggested readings:

Lecture 05: Statistical Inference for Randomised Experiments (September 15, 2025)

Suggested readings:

Lecture 06: Texts for discussion (September 17, 2025)

Lecture 07: Blocking, Clustering, and Covariate Adjustment (September 22, 2025)

  • Lecture slides: Blocking and Clustering.
  • FEDAI: Section 3.6: Sampling Distributions for Experiments That Use Block or Cluster Random Assignment.
  • FEDAI: Chapter 04: Using Covariates in Experimental Design and Analysis.

Lecture 08: Blocking and Clustering (Cont.), Statistical Power, and Sample Calculations (September 24, 2025)

Suggested readings:

Lecture 09: Non-Compliance I (September 29, 2025)

Lecture 10: Non-Compliance II (October 1, 2025)

  • Lecture slides: Non-Compliance II.
  • FEDAI: Chapter 06: Two-Sided Non-Compliance.
  • KaHoot Quiz
  • Problem Set 04 due.
  • Problem Set 05 assigned.
  • Two paragraphs (maximum) summarising an experiment that you wish to develop in this course. At a minimum, your summary should include a research question, why the question is important, and a rough outline of how you plan to answer the question. Please send me an email by Wednesday with this information.

Suggested readings:

Lecture 11: Attrition and Missing Outcomes (October 6, 2025)

Suggested readings:

Lecture 12: Ethical Considerations in Experimental Research (October 8, 2025)

Suggested readings:

Lecture 13: Introduction to Quarto and DeclareDesign (October 13, 2025)

Suggested readings:

Lecture 14: Writing Pre-Analysis Plans (October 15, 2025)

Suggested readings:

Lecture 15: When Experiments are Not Possible (October 20, 2025)

Suggested readings:

Lecture 16: Interference in Experiments (October 22, 2025)

Suggested readings:

Lecture 17: Texts for Discussion (October 27, 2025)

Lecture 18: Heterogeneous Treatment Effects (October 29, 2025)

Suggested readings:

Lecture 19: Texts for Discussion (November 3, 2025)

Lecture 20: Mediation Analysis (November 5, 2025)

Suggested readings:

Lecture 21: Survey Experiments (November 10, 2025)

Suggested readings:

Lecture 22: Survey Methods for Sensitive Topics (November 12, 2025)

Suggested readings:

Lecture 24: Meta-Analysis and Integration of Research Findings (November 19, 2025)

Suggested readings:

Lecture 25: Course Revision (November 24, 2025)

Lecture 26: Drop-In Session (December 1, 2025)

  • No specific agenda; students can drop in for help with their projects.

Lecture 27: Presentations (December 3, 2025)

  • Presentations of final projects.

Lecture 28: Final Presentations (December 8, 2025)

  • Final presentations of experimental projects.
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