Distance Measures for Time Series Data

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Documentation for package ‘TSdist’ version 3.7.1

• DESCRIPTION file.

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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.
zoo.database	Example databases.
zoo.series1	Example series.
zoo.series2	Example series.