Stats of Dissimilarity Data Frame

Takes the output of distantia() to return a data frame with one row per time series with the stats of its dissimilarity scores with all other time series.

Usage

momentum_stats(df = NULL)

Arguments

df

(required, data frame) Output of momentum(), momentum_ls(), or momentum_dtw(). Default: NULL

Value

data frame

See also

Other momentum_support: momentum_aggregate(), momentum_boxplot(), momentum_model_frame(), momentum_spatial(), momentum_to_wide()

Examples

tsl <- tsl_simulate(
  n = 5,
  irregular = FALSE
  )

df <- distantia(
  tsl = tsl,
  lock_step = TRUE
  )

df_stats <- distantia_stats(df = df)

df_stats
#>   name     mean      min       q1   median       q3      max        sd    range
#> 1    A 3.373642 1.792181 2.509229 3.255749 4.120162 5.190890 1.4544557 3.398708
#> 2    B 3.769669 1.792181 3.020341 3.847436 4.596763 5.591621 1.5907045 3.799440
#> 3    C 4.291115 2.748245 3.259357 4.376054 5.407812 5.664107 1.4225623 2.915862
#> 4    D 4.426128 3.763253 4.139671 4.309440 4.595897 5.322381 0.6516206 1.559127
#> 5    E 5.200088 4.353736 4.981601 5.391255 5.609743 5.664107 0.6013896 1.310371