Instrumental Variables Lab — When OLS Lies
Three real published cases — schooling, the Vietnam draft, colonial institutions — walked end to end.
A four-round empirical-econometrics workshop set in the Costaria National Productivity Council. Participants must deliver a defensible estimate of the PNCG management-training program's productivity effect on a panel of 1,500 SMEs over 2018–2024.
A four-round empirical-econometrics workshop set in the Costaria National Productivity Council. Participants must deliver a defensible estimate of the PNCG management-training program's productivity effect on a panel of 1,500 SMEs over 2018–2024.
Across four rounds — naive pooled OLS, omitted-variable bias decomposition, fixed-effects (one-way, two-way, random) with the Hausman test, and robustness (cluster-robust SEs, parallel-trends event study, heterogeneity) — players learn that the right number is rarely the first number, that statistical precision is not causal credibility, and that the credibility-revolution framing 'best estimate under stated assumption' beats 'true causal effect'.
Bilingual EN/ES.
An advanced simulation for participants used to working with the main frameworks and trade-offs of the subject, designed for executive education and experienced professionals.
The decisions participants make during the simulation:
What participants follow on screen as the rounds go by:
Designed for courses in Applied Econometrics.
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