kirilklein

kirilklein/CausalEstimate

Tool to produce causal estimates from propensity scores.

2 stars 1 forks 2 watchers Python

7 Open Issues Need Help Last updated: Aug 28, 2026

Open Issues Need Help

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TMLE ATE: epsilon fitted with clipped H but Q* updated with unclipped H 19 days ago

good first issue minor bug

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

Matching estimator returns wrong effect/NaN when DataFrame index is not 0..n-1 (breaks bootstrap) 22 days ago

bug good first issue

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

OUTCOME_COL defined twice in constants.py — Matching defaults to outcome_col="Y", other estimators to "outcome" 22 days ago

bug good first issue

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

Packaging/docs drift: requirements.txt vs pyproject extras, black version in CONTRIBUTING 22 days ago

documentation good first issue infra

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

AIPW ignores clip_percentile/eps and returns no effect_1/effect_0 25 days ago

bug good first issue api

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

Remove dead helpers left over from the AIPW rewrite (#86) 25 days ago

good first issue refactor

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python

README code samples don't run against current main; missing estimator/effect-type documentation 25 days ago

documentation good first issue

kirilklein/CausalEstimate

2

Tool to produce causal estimates from propensity scores.

Python