Causal Inference

Utbildningsfakta

Kod: 2ST124

The course utilises the potential outcome framework and the graphical, structural causal model framework for defining and estimating causal parameters for average causal effects and mediation analysis. Settings of randomised experiments and observational studies are covered. Underlying assumptions for defining causal parameters are described together with identifying assumptions for observational studies. Different causal effect estimators and their properties are studied and explored.

Behörighet

120 credits including 90 credits in statistics, or 120 credits including 60 credits in statistics and 30 credits in mathematics and/or computer science.

Utbildningstillfällen

Varje tillfälle har egna datum och villkor. Avslutade tillfällen behålls som historik och innebär inte att en ny ansökan är öppen.

• Causal Inference

  Uppsala University

  Uppsala

  Startdatum: 25 mars 2027

  Slutdatum: 6 juni 2027

  Studietakt: 50 %