Function reference • ebtools

Time Series

add_mase_scale_feat(): Add a scale feature by using a factor derived from the MASE error function

add_tsfeatures(): Add time series features calculated by the tsfeatures package

create_dtw_grids(): Create a parameter grid list for dtwclust and dtw distance functions

descale_by_mase(): Back-transform a MASE-scaled column

dtw_dist_gridsearch(): Perform a grid search of parameters and dtwclust distance functions

prewhitened_ccf(): Calculate cross-correlation coefficients for prewhitened time series

scale_by_mase(): Scale a group time series by using a factor derived from the MASE error function

test_fable_resids(): Autocorrelation test of the residuals of dynamic regression fable models with various specifications that have been fitted for a grouping variable

test_lm_resids(): Autocorrelation tests of the residuals of lm models with various specifications that have been fitted for a grouping variable

Preprocessing

to_js_array(): Converts data columns to a js array

Statistics

cles(): Calculates the Common Language Effect Size (CLES)

get_boot_ci(): Calculates bootstrapped confidence intervals for a statistic

Data

indiana_pos_rate: Indiana COVID-19 Positivity Rates Data Set

ohio_covid: Ohio COVID-19 Data Set

us_regional_cases: US Regional COVID-19 Positive Cases Data Set

us_regional_deaths: US Regional COVID-19 Deaths Data Set