Replication package: renewable electricity and life expectancy in fifteen leading adopter economies, 1990-2021

Data and code reproducing all statistics, tables and figures in "Is Non-Hydro Renewable Electricity Associated with Longer Life Expectancy? Quantile and Machine-Learning Evidence from Fifteen Leading Adopter Economies, 1990-2021" (Energies). The dataset is a balanced panel of the fifteen economies with the highest 2021 shares of electricity from non-hydro renewable sources and complete 1990-2021 coverage (480 country-year observations), compiled from the World Bank World Development Indicators (extracted 3 December 2025). A companion file lists the eighteen highest-ranked countries so the sample cut-off can be verified. Five scripts reproduce the analysis: panel diagnostics with simulated finite-sample critical values and level mean estimators; first-difference and robustness analyses; a diagnosis of the negative lagged association linked to the post-Soviet mortality crisis; Method of Moments Quantile Regression in first differences with a moving-block bootstrap that preserves cross-country dependence, a machine-learning benchmark with persistence and fixed-effects benchmarks, out-of-fold SHAP with bootstrap uncertainty, and a threshold grid search; and the figures. All algorithms are coded directly, random seeds are fixed, package versions are pinned, and the outputs of a complete run are included for verification. A README maps every table and figure to the script that produces it.

Hali tarjima qilinmagan