Laboratorio / Workshop
Modern causal analysis
Causal inference based on non-experimental data
5 maggio 2022
6 maggio 2022
Orario di inizio
09:00
Palazzo di Sociologia - Via Verdi 26, Trento
Meeting Room 1st Floor
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Organizzato da:
Hans Schadee Research Methods Center
Destinatari:
Comunità universitaria
Partecipazione:
Ingresso libero con prenotazione
Online su prenotazione
Prenotazione obbligatoria
Link per prenotazione:
Referente:
POSTI IN PRESENZA ESAURITI
Instructor:
- Michael Gebel - University of Bamberg
The workshop will cover the following topics::
- Causal hypotheses, counterfactual model of causality, causal graphs (DAGs)
- A new look at regression analysis from the perspective of modern causal analysis: selection of control variables, model building, and regression adjustment
- Propensity score matching, alternative matching approaches and inverse probability weighting
- Instrumental variable (IV) estimators: classical IV estimator, conditional IV estimator, modern LATE interpretation
- Difference-of-differences (DID) estimator: before-after estimator, DID with individual and aggregate data; DID combined with matching
- The methods are practiced using the statistical program Stata
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Programme event "Modern causal analysis" (PDF | 326 KB) Poster event "Modern casual analysis" 5-6/05/2022 (PDF | 637 KB)