Pattern Causality Algorithm

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Documentation for package ‘patterncausality’ version 0.1.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

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