Time Series Representations

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Documentation for package ‘TSrepr’ version 1.1.0

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

Help Pages

clipping	Creates bit-level (clipped representation) from a vector
coefComp	Functions for linear regression model coefficients extraction
denorm_atan	Arctangent denormalisation
denorm_boxcox	Two-parameter Box-Cox denormalisation
denorm_min_max	Min-Max denormalisation
denorm_yj	Yeo-Johnson denormalisation
denorm_z	Z-score denormalisation
elec_load	2 weeks of electricity load data from 50 consumers.
fast_stat	Fast statistic functions (helpers)
l1Coef	Functions for linear regression model coefficients extraction
lmCoef	Functions for linear regression model coefficients extraction
maape	MAAPE
mae	MAE
mape	MAPE
mase	MASE
maxC	Fast statistic functions (helpers)
mdae	MdAE
meanC	Fast statistic functions (helpers)
medianC	Fast statistic functions (helpers)
minC	Fast statistic functions (helpers)
mse	MSE
norm_atan	Arctangent normalisation
norm_boxcox	Two-parameter Box-Cox normalisation
norm_min_max	Min-Max normalisation
norm_min_max_list	Min-Max normalization list
norm_min_max_params	Min-Max normalisation with parameters
norm_yj	Yeo-Johnson normalisation
norm_z	Z-score normalisation
norm_z_list	Z-score normalization list
norm_z_params	Z-score normalisation with parameters
repr_dct	DCT representation
repr_dft	DFT representation by FFT
repr_dwt	DWT representation
repr_exp	Exponential smoothing seasonal coefficients as representation
repr_feaclip	FeaClip representation of time series
repr_feacliptrend	FeaClipTrend representation of time series
repr_featrend	FeaTrend representation of time series
repr_gam	GAM regression coefficients as representation
repr_list	Computation of list of representations list of time series with different lengths
repr_lm	Regression coefficients from linear model as representation
repr_matrix	Computation of matrix of representations from matrix of time series
repr_paa	PAA - Piecewise Aggregate Approximation
repr_pip	PIP representation
repr_pla	PLA representation
repr_sax	SAX - Symbolic Aggregate Approximation
repr_seas_profile	Mean seasonal profile of time series
repr_sma	Simple Moving Average representation
repr_windowing	Windowing of time series
rleC	RLE (Run Length Encoding) written in C++
rlmCoef	Functions for linear regression model coefficients extraction
rmse	RMSE
smape	sMAPE
sumC	Fast statistic functions (helpers)
trending	Creates bit-level (trending) representation from a vector
TSrepr	TSrepr package