Package index
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AUCO - A data from Illapel
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DJS - Dow Jones stock price
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climate_indices - Climate index
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convertSignatureToValue() - Convert Signature to Predicted Values
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convertSignatureToValueOutOfSample() - Convert Out-of-Sample Signature to Predicted Values
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dataBank() - Data Bank Initialization Function
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distanceMatrix() - Compute Distance Matrix for an Embedded Matrix
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distanceVector() - Calculate Distances Between a Reference Point and Multiple Candidates
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fillPCMatrix() - Calculate and Record Causality Strengths
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firstCausalityPoint() - First Causality Point Function
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firstCausalityPointCHECK() - First Causality Point Check Function
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metricDistance() - Calculate Generalized Minkowski Distance Between Two Vectors
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natureOfCausality() - Evaluate the Nature of Causality in Dynamic Complex Systems
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optimalParametersSearch() - Optimal Parameters Search for Causality Analysis
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pastNNsInfo() - Finding Nearest Neighbors and Keeping their Topological Information
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pastNNsInfo_Lite() - Finding Nearest Neighbors and Keeping their Topological Information (Lite Version)
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patternHashing() - Pattern Hashing Function
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patternSpace() - Create Pattern Space from Signature Matrix
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pcAccuracy() - PC Accuracy Evaluation Function
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pcCrossValidation() - Pattern Causality Cross-Validation
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pcEffect() - Calculate and Summarize Pattern Causality Effects
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pcFullDetails() - Pattern Causality Mark II: Full Details
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pcLightweight() - Pattern Causality Lightweight Function
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pcMatrix() - Pattern Causality Matrix Analysis
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plotCV() - Plot Cross-Validation Results for Pattern Causality
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plotEffect() - Visualize Pattern Causality Effects
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plotMatrix() - Visualize Pattern Causality Matrix
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plotState() - 3D State Space Plot for Phase Space Reconstruction
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predictionY() - Predict Signature and Pattern Vectors
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projectedNNsInfo() - Projected Nearest Neighbors Information
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projectedNNsInfo_Lite() - Projected Nearest Neighbors Information (Lite Version)
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signatureSpace() - Create Signature Space from Embedded Matrix
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stateSpace() - Construct State Space Matrix from Time Series