Package index

Main Analysis Functions

run_complete_epc_analysis()

Run Complete EPC Analysis Pipeline

run_comprehensive_epc_models()

Run Comprehensive EPC Models

run_comprehensive_iv_diagnostics()

Run Comprehensive IV Diagnostics

calculate_instrument_strength()

Calculate Instrument Strength

Instrument Creation

create_real_instruments_from_data()

Create Real Multidimensional Instruments from Economic Data

create_composite_instruments()

Create Composite Instruments using Factor Analysis

create_alternative_sota_instruments()

Create Alternative State-of-the-Art Instruments

merge_epc_with_created_instruments()

Merge EPC Data with Created Instruments

Transfer Entropy Analysis

conduct_transfer_entropy_analysis()

Conduct Transfer Entropy Analysis for Causal Discovery

create_te_based_instruments()

Create Transfer Entropy-Based Instruments

Visualization Functions

plot_transfer_entropy_network()

Create Transfer Entropy Network Visualization

plot_country_income_network()

Create Country Network Visualization by Income Classification

plot_instrument_strength_comparison()

Create Instrument Strength Comparison Visualization

plot_cross_income_co2_nexus()

Create Cross-Income CO2 Growth Nexus Visualization

plot_instrument_causal_pathways()

Create Instrument Causal Pathways Network

plot_migration_impact()

Create Migration Impact Visualization

plot_regional_network()

Create Regional Network Visualization

create_comprehensive_network_plots()

Create Comprehensive Network Plots

Results and Export

create_comprehensive_results_table()

Create Comprehensive Results Table

create_publication_summary()

Create Publication Summary

export_comprehensive_results()

Export Comprehensive Results to CSV

Data and Utilities

sample_epc_data

Sample Environmental Phillips Curve Data

load_epc_data_corrected()

Load and Clean EPC Data

safe_load_packages()

Safe Package Loading with Conflict Resolution

Test Helper Functions

create_test_epc_data()

Create test EPC data for testing

create_test_instruments()

Create test instruments for testing

create_enhanced_test_data()

Create enhanced test data with all required variables