Regression modelQuasi-experimental / causal inference

Bayesian Panel Event Study

Bayesian Panel Event Study je nacrt kauzalnog zaključivanja koji procjenjuje dinamičke učinke tretmana oko databilnog događaja koristeći panelne podatke, zamjenjujući klasičnu frekventističku procjenu Bayesijanskom inferencijom posteriora. Proizvodi procjene učinaka razdoblje po razdoblje s potpunim distribucijama vjerojatnosti, omogućujući principijelnu kvantifikaciju nesigurnosti, regularizaciju bučnih koeficijenata pred-trendova i probabilističke testove paralelnih trendova.

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Izvori

  1. Freyaldenhoven, S., Hansen, C., Shapiro, J. M., & Teso, E. (2021). Visualization, Identification, and Estimation in the Linear Panel Event-Study Design. NBER Working Paper No. 29170. National Bureau of Economic Research. link
  2. Jakiela, P. (2021). Simple Diagnostics for Two-Way Fixed Effects. Working Paper. Center for Global Development. link

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian Panel Event Study Design. ScholarGate. https://scholargate.app/hr/causal-inference/bayesian-panel-event-study

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ScholarGateBayesian Panel Event Study (Bayesian Panel Event Study Design). Preuzeto 2026-06-15 s https://scholargate.app/hr/causal-inference/bayesian-panel-event-study · Skup podataka: https://doi.org/10.5281/zenodo.20539026