R: Cyclic Wave Analysis for Time-Series Clustering

# Cyclic Wave Analysis for Time-Series Clustering

## Documentation for package ‘cyclicwave’ version 0.1.0

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

## Help Pages

analytic_signal | Analytic Signal
a_star_statistic | A-Star Statistic
a_statistic | A Statistic
best_map | Match Predicted Cluster Labels
chord_length | Chord Length Statistic
circular_distance_measures | Calculate Circular Distance Measures
circ_mean | Circular Mean
circ_r | Mean Resultant Length
circ_std | Circular Standard Deviation
circ_var | Circular Variance
cluster_accuracy | Clustering Accuracy
compare_methods | Compare Feature and Clustering Methods
compute_phase | Instantaneous Phase
davies_bouldin | Davies-Bouldin Index
extract_circular_features | Extract Circular Features
find_elbow | Find an Elbow Point
first_difference | First Differences
flatten_with_zones | Flatten Data with Group Labels
label_by_quantile | Create Labels from Quantile Groups
mardia_kurtosis | Mardia Kurtosis
M_statistic | M Statistic
normalize_features | Normalize Feature Columns
plot_clusters_pca | Plot Clusters Using PCA
plot_k_distance | Plot k-Distance Graph
plot_reachability | Plot OPTICS Reachability
power_consumption | Tetouan Power Consumption Data
prepare_features | Prepare a Feature Matrix
rolling_stats | Rolling Statistics
run_dbscan | DBSCAN Clustering
run_optics | OPTICS Clustering
segment_signal | Segment a Signal
select_numeric_columns | Select Numeric Columns
steel_industry | Steel Industry Energy Consumption Data
thin_data | Thin a Dataset
wavelet_approx | Multi-Level Wavelet Approximation
wavelet_transform | Single-Level Wavelet Transform
window_moments | Window Summary Statistics
wrap_to_pi | Wrap Angles