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jole-data-analysis

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Use when executing the empirical analysis for a Journal of Labor Economics (JOLE) manuscript — labor sample construction (CPS/ACS/registers), wage decompositions, standard errors, and robustness to labor norms, with replicability built in from the start. Operational guidance; pairs with jole-identification-strategy.

When to use

• building analysis sample from CPS/ACS/IPUMS
• running wage decompositions (Oaxaca / RIF)
• estimating AKM firm–worker models
• handling standard errors and weighting
• ensuring replicability of empirical work

When not to use

• writing up the manuscript
• framing the contribution
• creating tables and figures

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