Environmental Phillips Curve Analysis with Multiple Instrumental Variables and Networks

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Documentation for package ‘ManyIVsNets’ version 0.1.1

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calculate_instrument_strength Calculate Instrument Strength
conduct_transfer_entropy_analysis Conduct Transfer Entropy Analysis for Causal Discovery
create_alternative_sota_instruments Create Alternative State-of-the-Art Instruments
create_composite_instruments Create Composite Instruments using Factor Analysis
create_comprehensive_network_plots Create Comprehensive Network Plots
create_comprehensive_results_table Create Comprehensive Results Table
create_enhanced_test_data Create enhanced test data with all required variables
create_publication_summary Create Publication Summary
create_real_instruments_from_data Create Real Multidimensional Instruments from Economic Data
create_test_epc_data Create test EPC data for testing
create_test_instruments Create test instruments for testing
create_te_based_instruments Create Transfer Entropy-Based Instruments
export_comprehensive_results Export Comprehensive Results to CSV
load_epc_data_corrected Load and Clean EPC Data
merge_epc_with_created_instruments Merge EPC Data with Created Instruments
plot_country_income_network Create Country Network Visualization by Income Classification
plot_cross_income_co2_nexus Create Cross-Income CO2 Growth Nexus Visualization
plot_instrument_causal_pathways Create Instrument Causal Pathways Network
plot_instrument_strength_comparison Create Instrument Strength Comparison Visualization
plot_migration_impact Create Migration Impact Visualization
plot_regional_network Create Regional Network Visualization
plot_transfer_entropy_network Create Transfer Entropy Network Visualization
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
sample_epc_data Sample Environmental Phillips Curve Data