Full Python implementation of Aymeric et al.'s (2025) methodology for investigating the causal impact of parental environment on student achievement. Implements OLS regression and IV-2SLS instrumental variable estimation with school/year fixed effects, cluster-robust standard errors, & systematic diagnostics. Reproduces 33 models from the study.
python replication reproducible-research econometrics causal-inference panel-data fixed-effects instrumental-variables quantitative-methods education-policy robust-inference linearmodels education-economics two-stage-least-squares matthew-effect iv-estimation educational-inequality student-achievement parental-education applied-microeconomics
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Updated
Oct 25, 2025 - Jupyter Notebook