Contributors · creator
Bryce Wang
Stanford REAP / CoPaper.AI
Credited by RISE skill catalogue and RISE project catalogue
This page lists work that Bryce Wang published elsewhere and that E2ER indexes, so that every use of it is credited. It is not an E2ER account.
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studies, templates, specialists and skills they contributed
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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