Design, estimate, validate, and write up a synthetic control analysis, including synthetic difference-in-differences, augmented/penalized variants, and factor-model/matrix-completion relatives for panel counterfactuals. Produces advice with citations, R estimation and diagnostics code, and a drafted methods paragraph. TRIGGER on "synthetic control", "synthetic DiD", "SDID", "donor pool", "comparative case study", "weighted counterfactual", "geo holdout", "CausalImpact", "matrix completion", "interactive fixed effects", "gsynth", "generalized synthetic control", or any setting where one or a few aggregate units (a state, market, DMA, category, platform region) got treated and untreated units must form the counterfactual. Staggered-adoption panels with many treated units belong to did; design triage across methods belongs to causal-design. Prospective geo experiments (choosing treatment markets by design) belong to field-experiment.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategorySalesStars0
About this skill
Design, estimate, validate, and write up a synthetic control analysis, including synthetic difference-in-differences, augmented/penalized variants, and factor-model/matrix-completion relatives for panel counterfactuals. Produces advice with citations, R estimation and diagnostics code, and a drafted methods paragraph. TRIGGER on "synthetic control", "synthetic DiD", "SDID", "donor pool", "comparative case study", "weighted counterfactual", "geo holdout", "CausalImpact", "matrix completion", "interactive fixed effects", "gsynth", "generalized synthetic control", or any setting where one or a few aggregate units (a state, market, DMA, category, platform region) got treated and untreated units must form the counterfactual. Staggered-adoption panels with many treated units belong to did; design triage across methods belongs to causal-design. Prospective geo experiments (choosing treatment markets by design) belong to field-experiment.
Quick start
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Design, estimate, validate, and write up a synthetic control analysis, including synthetic difference-in-differences, augmented/penalized variants, and factor-model/matrix-completion relatives for panel counterfactuals. Produces advice with citations, R estimation and diagnostics code, and a drafted methods paragraph. TRIGGER on "synthetic control", "synthetic DiD", "SDID", "donor pool", "comparative case study", "weighted counterfactual", "geo holdout", "CausalImpact", "matrix completion", "interactive fixed effects", "gsynth", "generalized synthetic control", or any setting where one or a few aggregate units (a state, market, DMA, category, platform region) got treated and untreated units must form the counterfactual. Staggered-adoption panels with many treated units belong to did; design triage across methods belongs to causal-design. Prospective geo experiments (choosing treatment markets by design) belong to field-experiment.
About this listing
Category
Sales
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI