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Causal inference Course

Causal inference Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

This Causal Inference Course equips you with practical tools to design and assess programmes that deliver reliable impact estimates. You'll explore DAGs, counterfactuals, matching, weighting, regression, and instrumental variables, alongside data preparation, diagnostics, and robustness checks. Utilising R or Python, you'll create reproducible workflows, present results effectively, and convert evidence into assured policy and investment choices.

Elevify advantages

Develop skills

  • Causal DAG design: construct clear DAGs to reveal bias and valid identification routes.
  • Regression for impact: calculate sturdy treatment effects with a strong economics emphasis.
  • Matching and weighting: implement PS, IPW, and diagnostics for equitable comparisons.
  • Instrumental variables: execute 2SLS and justify LATE assumptions in policy contexts.
  • Reproducible causal workflows: code, document, and report transparent impact analyses.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Prison System Intelligence Advisor, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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