Skill UI

This guide outlines the specialized strategy for revising academic papers following a panel discussion at Economic Policy (EP). Since the discussants' comments are published alongside the final paper, the rebuttal must be fully integrated into the revised text. It teaches systematic triage—deciding whether to fix, concede, or defend every critique—to maintain academic rigor and policy coherence.

This skill guides authors preparing manuscripts for academic journals, specifically addressing the unique 'Panel Review' model (like those at Economic Policy). Instead of standard anonymous refereeing, the paper faces a live debate from two named discussants (Academic and Policy). It teaches authors how to 'war-game' these experts, anticipating their specific objections on rigor and relevance, and planning pre-emptive fixes or precise live rebuttals.

A comprehensive guide for structuring and communicating robustness checks in economic policy papers. It teaches authors how to organize tests not as a checklist of alternative specifications, but by the specific threat (e.g., sample size, functional form, pre-trends) they neutralize. The focus must remain on defending the policy-relevant magnitude and confidence interval in the main text, preventing the paper from becoming a mere appendix dump.

A comprehensive pre-submission strategy guide designed to 'red-team' theoretical and econometric manuscripts. This tool helps authors anticipate and pre-empt harsh critiques from expert co-editors and referees, focusing specifically on identifying proof gaps, testing the generality of claims, ensuring finite-sample evidence, and addressing potential methodological competitors before journal submission.

This guide offers a rigorous framework for structuring advanced econometric theory papers. It details how to move beyond simple identification by defining minimal, defensible assumptions, proving advanced limit theorems (e.g., FCLT, high-dimensional limits), and ensuring the result's generality across various data regimes (stationary, nonstationary, semiparametric). Use this when theoretical rigor is the primary challenge.

This skill guides researchers on how to position a new econometric theorem by rigorously comparing it against the existing theoretical literature frontier. Instead of a general survey, it requires defining the 'delta'—the specific element (e.g., weaker assumptions, broader scope, generalization) that distinguishes the new result from prior work, using formal APA author-date citations. Essential for high-level academic manuscripts.

This guide outlines the rigorous standards required for submitting econometrics papers to top-tier academic journals. It focuses on ensuring the integrity of identification assumptions, linking theoretical claims to empirical data, structuring proofs correctly, and anticipating referee critiques (e.g., object drift, assumption opacity). Essential for advanced academic researchers writing methods papers.

Provides a comprehensive, structured strategy for authors responding to referee reports and revising highly technical econometric manuscripts for submission to top-tier journals like The Econometrics Journal (EctJ). It guides authors on differentiating between validity-critical, applied-value-critical, and compression-risk issues, ensuring the response is rigorous, concise, and systematically addresses all methodological and empirical gaps.

This skill guides users through strengthening the causal identification strategy of empirical economic manuscripts (DiD, IV, RDD, Experiments). It helps audit research designs against general academic credibility standards, ensuring that assumptions, potential biases, and the link between data variation and causal objects are explicitly stated and robustly defended for diverse expert audiences.

This guide helps academic authors anticipate and proactively address likely critiques from expert reviewers (e.g., limited scope, weak identification, missing robustness checks) before submitting to top-tier journals. By mapping potential objections to specific defenses within the manuscript, authors can significantly reduce the risk of desk rejection and streamline the review process.

Provides a comprehensive strategy for responding to major journal revisions, especially in Earth and Planetary Science. It guides authors on how to satisfy conflicting technical demands from multiple reviewers by routing detailed evidence to supplements while keeping the main text concise, persuasive, and compliant with strict formatting rules.

This guide provides a structured strategy for authors responding to major academic revisions, particularly in environmental science. It teaches how to transform reviewer critiques—such as demands for QA/QC, mass balances, or new controls—into evidence-based responses. The key is to structure the letter, address every point concretely, and defend the scientific contribution while maintaining clarity and professionalism for the editor.