Estimator Scripts

🐚 R Scripts

R

01 — Randomization Test

101 lines
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R

02 — Propensity Score

94 lines
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R

03 — DML for ATE

71 lines
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R

04 — Difference-in-Differences

57 lines
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R

05 — Causal Forest

48 lines
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R

06 — E-Value Sensitivity

52 lines
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🐍 Python Scripts

Python

01 — Randomization Test

79 lines
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Python

02 — Propensity Score

92 lines
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Python

03 — DML for ATE

66 lines
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Python

04 — Difference-in-Differences

66 lines
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Python

05 — Causal Forest

49 lines
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Python

06 — E-Value Sensitivity

74 lines
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🔧 Atlas Infrastructure

Python

DAG Renderer

95 lines · scripts/atlas_rendering/render_dags.py
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Python

Atlas Validator

95 lines · scripts/atlas_rendering/validate_atlas.py
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Python

CSL → RIS Converter

65 lines · scripts/atlas_rendering/csl_to_ris.py
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12 scripts total · 6 R + 6 Python · ~830 lines of executable code
Run with: Rscript scripts/R/01_randomization_test.R or python3 scripts/python/01_randomization_test.py