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Specialists · Design, analysis and writing

Estimation

By e2er authors

“Specify the econometric model.” (strategist brief, src/core/strategist/engine.py:76)

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Output contract

The run checks that this specialist wrote the artifact below. Under the full governance regime a missing artifact fails the step.

econometric_spec.md

Skills it loads

Querying the local data warehouse with `e2er-data query`Instrumental Variables EstimationDifference-in-DifferencesPanel Data MethodsFinancial Event Studies`estimation_results.json` — Econometrics Specialist Sidecar

Where it runs

Empirical study · Design, data, estimation and draftEmpirical study, pre-registered · Design, data, estimation and draftEvent study in finance · Design, data, estimation and draftDescriptive data study · Design, data, estimation and draftPolicy evaluation (difference-in-differences) · Design, data, estimation and draftSpatial analysis · Design, data, estimation and draftText analysis · Design, data, estimation and draftTime series and forecasting · Design, data, estimation and draftStaggered difference-in-differences (economics) · Design, data, estimation and draftRegression discontinuity for platform policies (information systems) · Design, data, estimation and draftShift-share instrumental variables (economics) · Design, data, estimation and draft
Technical details

Specialist id econometrics_specialist (as e2er's code, the run's log and the dossier name it); template steps empirical · initial, empirical-preregistered · initial, event-study-finance · initial, descriptive-study · initial, policy-evaluation · initial, spatial-analysis · initial, text-analysis · initial, time-series-forecasting · initial, did-staggered-panel · initial, rd-platform-policy · initial, iv-shift-share · initial.

Description

Data model
Discipline
Economics
Method family
Empirical (quantitative)
Design
Difference-in-differencesInstrumental variablesEvent studyPanel fixed effects
Research stage
Research design
Authors
e2er authors (Software, Methodology)
Usage
used in 3 templates · 1 published study · Examples: 8 example studies
Source
e2er repository · src/core/specialists/registry.py · @d8fd8ab
Record
agent:econometrics_specialist · JSON

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Cite this specialist
Persistent identifiers planned 
@software{e2erauthors2026e2erspecialistestimation,
  title   = {e2er specialist: Estimation},
  author  = {e2er authors},
  year    = {2026},
  note    = {e2er specialist. Persistent identifier planned},
  url     = {https://e2er.org/specialists/econometrics_specialist}
}

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