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Skills · Auto-Empirical Research Skills (AERS) — first-party skills

Full-empirical-analysis-skill-R

By Bryce Wang · as credited by the source

Same 8-step empirical pipeline in the tidyverse + fixest R ecosystem — did/HonestDiD/rdrobust/gsynth/MatchIt/grf/DoubleML estimation with modelsummary/gt/ggplot2 publication outputs and Quarto reproducibility; epidemiology and ML-causal modes included.

In the catalogueanalysisCC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)
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Provenance

Project
Auto-Empirical Research Skills (AERS) — first-party skills
Maintained by
Bryce Wang (Stanford REAP / CoPaper.AI)
Licence
CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow) · installed from its source; E2ER does not redistribute it
Source file
brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00.3-Full-empirical-analysis-skill_R/SKILL.md
Identifier
auto-empirical-research-skills/full-empirical-analysis-r

Use it

e2er skills install auto-empirical-research-skills

The command is on the development branch of E2ER.

Cite this skill
Persistent identifiers planned 
@software{brycewangstanfordreapcop2026fullempiricalanalysisski,
  title   = {Full-empirical-analysis-skill-R},
  author  = {Bryce Wang (Stanford REAP / CoPaper.AI)},
  year    = {2026},
  note    = {E2ER skill. Persistent identifier planned},
  url     = {https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00.3-Full-empirical-analysis-skill_R/SKILL.md}
}
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Used by

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Description

Data model
Discipline
Social sciences
Method family
Empirical (quantitative)
Design
not specified
Research stage
Data analysisCode generation
Contributors
Bryce Wang
Usage
not used in published research yet
Source
RISE skill catalogue · auto-empirical-research-skills · @4c17bae
Record
skill:auto-empirical-research-skills/full-empirical-analysis-r · JSON

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