Compositional, Multivariate and Univariate Time Series Outlier Ensemble


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Documentation for package ‘composits’ version 0.1.0

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animate_ts_ensemble Show tour animation of the data points.
apportion_scores_comp Apportions outlier scores to composites.
apportion_scores_mv Apportions outlier scores to composites.
comp_tsout_ens Performs composite time series outlier ensembling.
draw_table Draws table from comp_tsout_ens or mv_tsout_ens output using tableGrob.
draw_table_html Draws an html table from comp_tsout_ens or mv_tsout_ens output using kableExtra.
get_coords Computes unconstrained null space coodinates for compositional data.
mv_tsout_ens Performs multivariate time series outlier ensembling.
plot_biplot Plot "biplot" for different decomposition methods.
plot_decomposed Plot decomposed time series from comp_tsout_ens or mv_tsout_ens output.
plot_decomposed_all Plot all decomposed time series from comp_tsout_ens or mv_tsout_ens output.
Simulations Function to simulate compositional time series data
spanish_morte A dataset containing mortality counts in Spain by state.
uv_tsout_ens Performs univariate time series outlier ensemble.