Replication Package: Transfer Entropy Causal Discovery in Environmental Economics

Replication data and code for "Transfer Entropy Causal Discovery in Environmental Economics: A New Framework for Identifying the Environmental Phillips Curve" submitted in Economic Modelling (ECMODE-D-25-02835). The single zip archive contains the ManyIVsNets R package, a master replication script (master.R), panel datasets (49 countries, 1991-2021), supplementary estimation scripts (dynamic panel IV, GMM, Granger causality, Hansen J-tests), data reconstruction scripts, and a detailed README. All R scripts are well commented with explicit #Table-# references to manuscript tables. All raw data sourced from Our World in Data (CO2 emissions) and World Bank World Development Indicators (unemployment, GDP, trade, renewable energy).

本文件为发表于《Economic Modelling》（期刊投稿编号ECMODE-D-25-02835）的论文《环境经济学中的传递熵因果发现：识别环境菲利普斯曲线的新框架（Transfer Entropy Causal Discovery in Environmental Economics: A New Framework for Identifying the Environmental Phillips Curve）》的复现数据与代码。该单一压缩包内含ManyIVsNets R包、主复现脚本（master.R）、覆盖49个国家1991年至2021年的面板数据集、辅助估计脚本（含动态面板工具变量、广义矩估计（Generalized Method of Moments，GMM）、格兰杰因果检验、汉森J检验）、数据重构脚本以及详尽的README文件。所有R脚本均配有详细注释，并通过明确的#Table-#标记对应论文中的各表格。所有原始数据均来源于Our World in Data（二氧化碳排放数据）以及世界银行世界发展指标（World Bank World Development Indicators）数据集，涵盖失业率、国内生产总值（Gross Domestic Product，GDP）、贸易额与可再生能源相关指标。