Authors · author
Bryce Wang
Stanford REAP / CoPaper.AI
Named by RISE
This page lists work by Bryce Wang that e2er indexes, so that every use of it is credited. Not an e2er.org member.
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studies, templates, specialists and skills they authored
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Skills (47)
auto-empirical-research-skillsRoot router for whole-repo installs — classifies an empirical-research request by stage/method and dispatches to one of the 1,094 vendored skills via catalog JSStatsPAI_skillFull empirical/causal analysis in Python via the StatsPAI vertical engine — AER/QJE-style DID/RD/IV/SCM/DML pipeline with estimating equation + identifying assuFull-empirical-analysis-skillClassical 8-step end-to-end empirical workflow in the traditional Python stack (pandas/statsmodels/linearmodels/pyfixest/econml) — cleaning through publication Full-empirical-analysis-skill-StataSame 8-step empirical pipeline as a reproducible Stata .do workflow — reghdfe/ivreg2/csdid/did_imputation/sdid/rdrobust/synth/psmatch2 estimation, bacondecomp/hFull-empirical-analysis-skill-RSame 8-step empirical pipeline in the tidyverse + fixest R ecosystem — did/HonestDiD/rdrobust/gsynth/MatchIt/grf/DoubleML estimation with modelsummary/gt/ggplotchinese-de-aigcChinese academic de-AIGC rewriting targeting CNKI/Wanfang/VIP/Turnitin-zh detectors — a five-step locate/diagnose/rewrite/self-score/recheck loop over 17 diagnoaer-workflowRouter for the 15-skill AER-skills collection — sequences manuscript work from topic selection through rebuttal for AER, AER:Insights, and AEJ journals; routes,aer-topic-selectionEvaluates whether a research idea clears the AER top-5 bar, routes between AER, AER:Insights, and the AEJ family, and sharpens a fuzzy contribution sentence intaer-literaturePositions a manuscript against the economics literature — antecedents map for the introduction, cite/no-cite decisions, and verification that every bibliographyaer-identificationSelects, implements, or stress-tests the causal identification strategy — DID (incl. staggered), IV (incl. weak-IV-robust inference), RDD, synthetic control, shaer-preregistrationFor primary-data and experimental projects, before the intervention: writes the pre-analysis plan, sizes the sample from a power calculation, and registers withaer-statspaiRuns the AER-track analysis with StatsPAI — the agent-native Python engine and MCP server for causal inference, robustness, sensitivity, and publication-ready taer-robustnessBuilds the robustness, heterogeneity, mechanism, and placebo battery AER referees demand, once main results exist and before the introduction's value-added paraaer-tables-figuresConstructs and revises regression tables, descriptive-statistics tables, and figures in AER booktabs house style, with regression-table layout and figure-note caer-paper-bodyDrafts and revises the body sections of an AER/AEJ manuscript — background, data, empirical strategy, results, mechanisms, conclusion — including equation conveaer-introductionDrafts or rewrites the introduction to the Keith Head / Bellemare five-paragraph formula with AER-specific conventions, and compresses abstracts to the mandatoraer-consistencyInternal-consistency audit of a near-final manuscript: headline numbers across abstract/introduction/results/tables, sample sizes, log-point vs percentage-pointaer-referee-simAdversarial internal review before submission — simulates the AER desk screen plus three referee reports with calibrated severity, scores against the editorial aer-rebuttalHandles a Revise & Resubmit from AER/AEJ journals — triage, the concede/clarify/push-back decision per comment, and the point-by-point response-letter format edaer-replicationAssembles the AEA Data and Code Availability deposit — README writing and replication-package audit against the current AEA policy (including the February 2026 aer-submissionFinal pre-submission audit for AER/AEJ journals — length, format, cover letter, per-author disclosure statements, file packaging, and routing among the AEA jourpaper-workflowMeta-orchestrator for a complete empirical paper (econ/social science): Stage 0-9 resumable pipeline from topic selection to submission with two hard human gatert-workflowSequences a manuscript across venues — which cross-journal toolkit skill to invoke next, from picking a target journal through execution, submission-readiness, rt-journal-matchAnswers "which journal should I send this to?" — profiles the paper, shortlists candidate venues across 185+ packs, and ranks them into reach/match/safe with a rt-execution-bridgeRuns and audits the empirical analysis rather than just advising — maps a DiD/IV/RDD/synthetic-control/DML design to the concrete StatsPAI / Stata MCP tools in rt-submission-readinessVenue-parameterized go/no-go scorecard on the actual manuscript — fit, identification, robustness, exhibits, exposition, venue mechanics, data/code, pre-empted rt-simulated-refereePre-submission peer-review rehearsal — a calibrated Associate Editor desk-screen plus 2-3 distinct-lens referees for the target venue, adversarially verified anrt-response-to-refereesTurns a referee report into a point-by-point response letter plus revision plan — editor first, every comment answered, each empirical fix backed by a real re-rrt-replication-packageAssembles and validates the Data-Editor replication package against the target venue's data-and-code policy — master script, pinned environment, README/roadmap,qje-workflowRouter for the QJE pack — sequences manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics submission; routes, does not replqje-topic-selectionScopes and pressure-tests a research question for QJE — fit, the "big idea" bar, and breadth of the takeaway for QJE's general-interest readership.qje-identificationStress-tests the causal identification strategy (RCT, staggered DID, IV, RDD, event study) against the QJE general-interest bar — including the journal-specificqje-theory-modelAdds the model or conceptual framework that turns a credible empirical coefficient into a lesson with broad implications — the frame QJE expects around a headliqje-literature-positioningStakes the manuscript's contribution against the frontier — what it builds on, what it overturns, and why it belongs in a general-interest journal; positions thqje-robustnessPlans and prioritizes the robustness suite and online appendix QJE referees expect, exploiting the journal's no-page-limit norm, without changing the core identqje-tables-figuresFinalizes main exhibits for a figure-forward QJE manuscript — clean tables and self-contained notes that read well in QJE's single-PDF, author-date format.qje-writing-stylePolishes prose, abstract, and introduction so the big idea lands fast for a general-interest reader, reflecting QJE's house style of long, ambitious, narrative-qje-referee-strategyWar-games likely referee objections before submitting, to close gaps pre-emptively given QJE's ~2-week desk screen and ~1-4% acceptance rate; anticipates reportqje-replication-packageBuilds the reproducible data-and-code deposit required for accepted empirical papers under QJE's data-availability policy.qje-submissionFinal pre-submission preflight for QJE via Editorial Express — single-PDF format, double-blind anonymization, author-date references, the no-fee policy, and supqje-rebuttalStructures the revision and response letter when a QJE decision letter arrives (R&R or reject-and-resubmit); routes re-analysis to the relevant qje-* skill rathecta-workflowRouter for the 12-skill Econometrica depth pack (ecta-*) — topic selection through rebuttal, with the pack's theory-model and identification skills tuned to Ecojpe-workflowRouter for the 12-skill Journal of Political Economy depth pack (jpe-*) — topic selection through rebuttal for a JPE manuscript.restud-workflowRouter for the 12-skill Review of Economic Studies depth pack (restud-*) — topic selection through rebuttal, weighing design-based and structural identificationmgsci-workflowRouter for the 12-skill Management Science depth pack (mgsci-*) — topic selection through rebuttal, including picking the right INFORMS Department lane (analytimisq-workflowRouter for the 12-skill MIS Quarterly depth pack (misq-*) — topic selection through revision, first naming which of the four IS research traditions (behavioral,american-economic-reviewVenue-fit skill for AER from the English Social-Science Journal bundle — fit, framing, the method-and-evidence bar, house style, official-submission re-check, a