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iv-estimation

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Ghanian-expanse768 / parental_environment_and_student_achievement

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📊 Analyze the impact of parental environments on student achievement, exploring potential Matthew effects with an independent implementation of existing research.

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 applied-microeconomics
  • Updated Nov 14, 2025

chirindaopensource / parental_environment_and_student_achievement

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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
  • Updated Oct 25, 2025
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