Skill UI

This guide provides a structured methodology for handling reviewer comments across various academic publishing channels, including camera-ready revisions, formal journal response letters, and resubmission memos. It teaches researchers how to move beyond simple rebuttal by focusing on technical honesty, evidence-based arguments, and disciplined revision processes required by top conferences (ICRA/IROS) and journals (RA-L).

A comprehensive guide for authors targeting IEEE Transactions on Information Theory. It assesses whether a manuscript meets the journal's extremely high theoretical standards, focusing on theorem-driven proofs, matching achievability and converse arguments, and fundamental information-theoretic limits (e.g., channel capacity, rate-distortion). Ideal for authors needing a fit check or re-framing applied results into foundational theory.

This skill guides researchers on preparing manuscripts for IEEE Transactions on Wireless Communications (TWC). It provides a detailed framework for assessing whether a paper has genuine wireless specificity, requiring quantitative analysis and simulation under realistic channel models (e.g., imperfect CSI, mobility). It covers core topics like MIMO, resource allocation, and advanced networking, ensuring the work meets the rigorous standards of top-tier academic publications.

A comprehensive guide for researchers submitting to major speech conferences (like INTERSPEECH). It details how to harden the reproducibility of speech results, covering crucial 'decay channels' such as corpus versions, text normalization rules (WER), objective metrics (EER), subjective protocols (MOS), and model stochasticity. The guide emphasizes pinning specific toolkits, commit hashes, configurations, and hardware details to ensure scientific rigor and verifiability.

This guide provides a comprehensive strategy for responding to academic conference reviews, particularly those with no formal rebuttal period (like IROS). It details the three key channels of response: pre-submission objection handling, integrating meta-review feedback into the camera-ready manuscript, and drafting formal response letters or resubmission memos. It emphasizes maintaining scope, transparency, and evidence integrity throughout the process.

A comprehensive guide for authors handling a journal's revise-and-resubmit (R&R) decision. It outlines the critical sequence: prioritizing new analyses (identification, channel, measurement) over writing, triaging referee concerns (first-order vs. second-order), drafting evidence-backed responses, and updating the complete data-and-code package. Essential for quantitative researchers aiming for publication.

A comprehensive guide designed to stress-test the causal identification of behavioral mechanisms for top-tier economic journals (e.g., JEBO). It provides stringent criteria across lab/field experiments, observational data (DiD, IV, RDD), and simulations, ensuring the design isolates the claimed psychological or institutional channel, not just a correlation. Use this when standard econometric methods are insufficient to prove mechanism causality.

A specialized guide for advanced academic research, focusing on moving beyond generic mediation regression. It teaches methods to identify and empirically prove specific financial transmission channels (e.g., credit, risk-taking, balance sheet, information) required by top-tier financial journals. This ensures the mechanism analysis is grounded in concrete, measurable financial variables.

A comprehensive guide for ensuring the reproducibility of communications simulations for journal submissions. It details critical steps, such as fixing random seeds, channel models, simulation parameters, software versions, and organizing a complete reproduction package. This ensures that research results can be accurately and credibly verified by external reviewers in high-impact scientific journals.

This guide provides comprehensive submission guidelines for the Journal of World Economy, focusing on open-economy macroeconomics, international trade, and global finance. It emphasizes aligning research with an international perspective, covering topics like FDI, trade regimes, and global value chains, ensuring submissions address the transmission channels of external shocks.

This advanced analytical skill focuses on rigorously identifying and testing the specific transmission channels through which external shocks affect an economy. Essential for high-impact international economics research, it moves beyond descriptive mechanism narratives by focusing on testable proxies across trade, investment, finance, and expectation channels. It requires advanced econometrics (e.g., mediation analysis, sample splitting) and careful identification strategy to ensure causal claims are robust.

A comprehensive guide to ensuring reproducibility in radio frequency (RF) physical layer measurements. It details the necessity of maintaining a detailed provenance ledger—recording radio hardware, channel conditions, mobility patterns, and software versions at the time of the run. The goal is not bit-identical results, but documenting variance and methodology so that findings can be validated on different testbeds or later in time, while also addressing legal and ethical data shipping constraints.