Domain: Causal Inference Methods
Statistical methods for identifying causal effects from observational data
Causal Inference Toolkit
Cross-domain causal inference methods PAX. Bundles DID, PSM, and IV engines with documented use cases from minimum wage, microfinance, and institutional quality domains.
Download .pax.tar.gz
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Domain: Causal Inference Methods
Statistical methods for identifying causal effects from observational data
Level: cross-level
Overview
1
Constructs
5
Engines
Constructs
treatment_effect_ate
Average Treatment EffectAverage causal effect of treatment on outcome across all units
Engines
difference_in_differences
propensity_score_matching
instrumental_variables
ols_regression
logistic_regression
Tags
field
Details
Installation
Install this PAX into your Praxis instance:
praxis_import_pax("causal-inference-toolkit.pax.tar.gz", install=True)