R: Time Series Representations

# Time Series Representations

## 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