{"product_id":"ai-skill-for-empirical-economics-master-aer-identification","title":"AI Skill for Empirical Economics: Master AER Identification","description":"\u003ch3\u003eAI Skill for Empirical Economics: Master AER Identification\u003c\/h3\u003e\n\n\u003cp\u003eEnhance your empirical economics research with the AI Skill for Empirical Economics: Master AER Identification. Specifically designed for economists using AI coding agents like Claude Code, Cursor, and Codex, this skill expertly navigates through causal identification strategies critical for the American Economic Review (AER) track. Whether you are selecting, implementing, or stress-testing your manuscript's design, this tool ensures robust analysis, guiding you through complex methodologies effortlessly.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAssesses the identification strategy needed for empirical economics research, tailoring approaches such as difference-in-differences (including staggered designs), instrumental variables (including weak-IV-robust inference), regression discontinuity, synthetic control, or shift-share\/Bartik according to your manuscript needs.\u003c\/li\u003e\n  \u003cli\u003eRoutes among canonical designs and modern defaults, ensuring your methodology aligns with AER standards and anticipates likely referee concerns.\u003c\/li\u003e\n  \u003cli\u003eEvaluates your project’s empirical strategy at its inception or during revisions to determine if the chosen approach is viable or if it requires a fundamental redesign with `aer-topic-selection` guidance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeveloping the empirical strategy for a new economics manuscript and ensuring the identification strategy withstands scrutiny.\u003c\/li\u003e\n  \u003cli\u003eRevising a manuscript that faced rejection due to weak identification; rebuilding the strategy armed with robust diagnostics.\u003c\/li\u003e\n  \u003cli\u003eChoosing between potential identification strategies like DiD or regression discontinuity to see which fits your research question best.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes advanced capabilities found in AI coding agents such as Claude Code, Cursor, and Codex, emphasizing academic-writing and AI application within empirical economics.\u003c\/li\u003e\n  \u003cli\u003eEmploys an in-depth decision tree to determine if your project's treatment assignment necessitates an RCT analysis or a sophisticated design using sharp thresholds, discrete policy changes, or endogenous regressors.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003ebrycewang-stanford\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/brycewang-stanford\/AER-Skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ebrycewang-stanford\/AER-Skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52726011494711,"sku":"MCP-BRYCEWANG-STANFORD-AER-SKILLS-AER-IDENTIFICATION","price":28.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/SSYaMO4Ba20rqwC2aFaER_73162b05c7fc4db1a934f6f985ed64f2.jpg?v=1785074762","url":"https:\/\/mcpcart.com\/products\/ai-skill-for-empirical-economics-master-aer-identification","provider":"SPF PRO","version":"1.0","type":"link"}