# Pattern Causality Algorithm

## Documentation for package ‘patterncausality’ version 0.2.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

AUCO | Illapel Ecological Dataset
climate_indices | Climate Indices Dataset
distanceMetric | Distance Metric Interface
distanceMetric.custom | Distance Metric Interface
distanceMetric.default | Distance Metric Interface
DJS | Dow Jones Stock Price Dataset
optimalParametersSearch | Search for Optimal Parameters in Pattern Causality Analysis
pcAccuracy | Calculate Pattern Causality Accuracy
pcCrossMatrix | Cross Pattern Causality Matrix Analysis
pcCrossValidation | Pattern Causality Cross-Validation Analysis
pcEffect | Pattern Causality Effect Analysis
pcFullDetails | Calculate Full Details Pattern Causality Analysis
pcLightweight | Calculate Pattern Causality Using Lightweight Algorithm
pcMatrix | Pattern Causality Matrix Analysis
pc_cv | Pattern Causality Cross-Validation Object
pc_effect | Pattern Causality Effect Object
pc_matrix | Pattern Causality Matrix Object
pc_params | Pattern Causality Parameter Optimization Results
plot.pc_cv | Plot Pattern Causality Cross Validation Results
plot.pc_effect | Plot Pattern Causality Effect
plot.pc_fit | Plot Pattern Causality Results
plot.pc_matrix | Plot Pattern Causality Matrix
plot.pc_state | Plot State Space Reconstruction
plot_causality | Plot Pattern Causality Time Series
plot_causality.pc_full_details | Plot Pattern Causality Time Series
plot_components | Plot Pattern Causality Components
plot_components.pc_fit | Plot Causality Components
plot_total | Plot Total Pattern Causality
plot_total.pc_fit | Plot Total Causality
print.pc_accuracy | Print Method for Pattern Causality Accuracy Results
print.pc_cv | Print Pattern Causality Cross Validation Results
print.pc_effect | Print Pattern Causality Effect
print.pc_fit | Print Pattern Causality Results
print.pc_matrix | Print Pattern Causality Matrix
print.pc_params | Print Method for Pattern Causality Parameter Results
print.pc_state | Print State Space Reconstruction
print.summary.pc_accuracy | Print Method for Pattern Causality Accuracy Summary
stateSpace | State Space Reconstruction
stateSpaceMethod | State Space Reconstruction Interface
stateSpaceMethod.custom | State Space Reconstruction Interface
stateSpaceMethod.default | State Space Reconstruction Interface
summary.pc_accuracy | Summary Method for Pattern Causality Accuracy Results
summary.pc_cv | Summary of Pattern Causality Cross Validation Results
summary.pc_effect | Summarize Pattern Causality Effect
summary.pc_fit | Summarize Pattern Causality Results
summary.pc_matrix | Summarize Pattern Causality Matrix
summary.pc_params | Summary Method for Pattern Causality Parameter Results
summary.pc_state | Summarize State Space Reconstruction
validate_custom_fn_output | Validate Custom Function Output for Pattern Causality Analysis