Man pages for TSrepr
Time Series Representations

clippingCreates bit-level (clipped representation) from a vector
coef_compFunctions for linear regression model coefficients extraction
denorm_atanArctangent denormalisation
denorm_boxcoxTwo-parameter Box-Cox denormalisation
denorm_min_maxMin-Max denormalisation
denorm_yjYeo-Johnson denormalisation
denorm_zZ-score denormalisation
elec_load2 weeks of electricity load data from 50 consumers.
fast_statFast statistic functions (helpers)
maapeMAAPE
maeMAE
mapeMAPE
maseMASE
mdaeMdAE
mseMSE
norm_atanArctangent normalisation
norm_boxcoxTwo-parameter Box-Cox normalisation
norm_min_maxMin-Max normalisation
norm_min_max_listMin-Max normalization list
norm_min_max_paramsMin-Max normalisation with parameters
norm_yjYeo-Johnson normalisation
norm_zZ-score normalisation
norm_z_listZ-score normalization list
norm_z_paramsZ-score normalisation with parameters
repr_dctDCT representation
repr_dftDFT representation by FFT
repr_dwtDWT representation
repr_expExponential smoothing seasonal coefficients as representation
repr_feaclipFeaClip representation of time series
repr_feacliptrendFeaClipTrend representation of time series
repr_featrendFeaTrend representation of time series
repr_gamGAM regression coefficients as representation
repr_listComputation of list of representations list of time series...
repr_lmRegression coefficients from linear model as representation
repr_matrixComputation of matrix of representations from matrix of time...
repr_paaPAA - Piecewise Aggregate Approximation
repr_pipPIP representation
repr_plaPLA representation
repr_saxSAX - Symbolic Aggregate Approximation
repr_seas_profileMean seasonal profile of time series
repr_smaSimple Moving Average representation
repr_windowingWindowing of time series
rleCRLE (Run Length Encoding) written in C++
rmseRMSE
smapesMAPE
trendingCreates bit-level (trending) representation from a vector
TSreprTSrepr package
TSrepr documentation built on July 13, 2020, 9:07 a.m.