Causalica

NoteCausal inference for real decisions

A practical home for causal thinking, decision-making, and research engineering.

Start here

Learn

• Textbook: https://textbook.causalica.com
  
• Foundations, examples, and living notes

Read

• Short notes and essays you can apply
  
• Methods, pitfalls, and decision frames

Build

• Reproducible analysis pipelines
  
• Clean project structure and automation

Collaborate

• Causal strategy + robustness checks
  
• Research engineering support

What you’ll find

• Clear explanations with assumptions made explicit
  
• Reproducible workflows (not just narratives)
  
• Decision-first framing: what changes, for whom, compared to what?

Latest

• Why Causalica
• How I frame causal questions
• A short reading list

Credibility

I’m Amare Teklay — economist + software developer working on complex social-ecological systems and applied causal methods.

• Emphasis: identification, robustness, and decision usefulness
  
• See: Principles • Work • About