R: Distance Measures for Time Series Data

# Distance Measures for Time Series Data

## Documentation for package ‘TSdist’ version 3.6

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

## Help Pages

TSdist-package | Distance Measures for Time Series in R.
ACFDistance | Autocorrelation-based Dissimilarity
ARLPCCepsDistance | Dissimilarity Based on LPC Cepstral Coefficients
ARMahDistance | Model-based Dissimilarity Proposed by Maharaj (1996, 2000)
ARPicDistance | Model-based Dissimilarity Measure Proposed by Piccolo (1990)
CCorDistance | Cross-correlation based distance.
CDMDistance | Compression-based Dissimilarity measure
CIDDistance | Complexity-Invariant Distance Measure For Time Series
CorDistance | Dissimilarities based on Pearson's correlation
CortDistance | Dissimilarity Index Combining Temporal Correlation and Raw Value Behaviors
DissimDistance | The Dissim distance is calculated.
DTWDistance | Dynamic Time Warping distance.
EDRDistance | Edit Distance for Real Sequences (EDR).
ERPDistance | Edit Distance with Real Penalty (ERP).
EuclideanDistance | Euclidean distance.
example.database | Example databases.
example.database2 | Example synthetic database with series belonging to different classes.
example.database3 | Example synthetic database with series belonging to different classes.
example.series | Example series.
example.series1 | Example series.
example.series2 | Example series.
example.series3 | Example series.
example.series4 | Example series.
FourierDistance | Fourier Coefficient based distance.
FrechetDistance | Frechet distance
InfNormDistance | The infinite norm distance.
IntPerDistance | Integrated Periodogram based dissimilarity
KMedoids | K medoids clustering for a time series database using the selected distance measure.
LBKeoghDistance | LB_Keogh for DTW.
LCSSDistance | Longest Common Subsequence distance for Real Sequences.
LPDistance | Lp distances.
ManhattanDistance | Manhattan distance.
MindistSaxDistance | Symbolic Aggregate Aproximation based dissimilarity
MinkowskiDistance | Minkowski distance.
NCDDistance | Normalized Compression based distance
OneNN | 1NN classification for a pair of train/test time series datasets.
PACFDistance | Partial Autocorrelation-based Dissimilarity
PDCDistance | Permutation Distribution Distance
PerDistance | Periodogram based dissimilarity
PredDistance | Dissimilarity Measure Based on Nonparametric Forecasts
SpecGLKDistance | Dissimilarity based on the Generalized Likelihood Ratio Test
SpecISDDistance | Dissimilarity Based on the Integrated Squared Difference between the Log-Spectra
SpecLLRDistance | General Spectral Dissimilarity Measure Using Local-Linear Estima- tion of the Log-Spectra
STSDistance | Short time series distance (STS).
TAMDistance | Time Alignment Measurement (TAM) distance.
TquestDistance | Tquest distance.
TSDatabaseDistances | TSdist distance matrix computation.
TSdist | Distance Measures for Time Series in R.
TSDistances | TSdist distance computation.
WavDistance | Dissimilarity for Time Series Based on Wavelet Feature Extraction
zoo.database | Example databases.
zoo.series1 | Example series.
zoo.series2 | Example series.