연결

JPAM Transparency & Replication Data

brycewang-stanfordbybrycewang-stanford
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1.1k
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학습 및 문서화

Prepares replication packages, master scripts, and data availability statements for Journal of Policy Analysis and Management submissions.

Streamlines the creation of replication packages, data availability statements, and transparency documentation tailored to Journal of Policy Analysis and Management (JPAM) publication standards. This skill assists academic researchers in organizing master reproduction scripts, pinning software dependencies, drafting comprehensive READMEs, and properly managing restricted administrative or survey microdata with compliant exemption documentation, access instructions, and synthetic datasets.

주요 기능

01Standardized data-availability statement and repository deposit guidelines
02Master script automation to reproduce all reported manuscript exhibits
03Pre-submission verification checklist to prevent post-acceptance delays
04Comprehensive README generation covering provenance, versions, and seeds
05Restricted administrative data protocol for compliance and IRB access
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사용 사례

01Validating end-to-end reproducibility of tables and figures before journal submission
02Assembling a complete Dataverse or openICPSR replication archive for a JPAM paper
03Drafting data-availability statements when working with restricted state microdata