Pattern Causality Algorithm

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Documentation for package ‘patterncausality’ version 0.1.2

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

Help Pages

AUCO	A data from Illapel
climate	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
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
pcFullDetails	Pattern Causality Mark II: Full Details
pcLightweight	Pattern Causality Lightweight Function
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
stock	Stock index