Specialized Screen Print Function of ATA model

Specialized Screen Print Function of ATA model

# S3 method for ATA
report(object, ...)

Arguments

object

An estimated model.

...

Unused.

Value

a summary for the results of the ATAforecasting

Examples

 library(fable.ata)
 as_tsibble(USAccDeaths) %>% model(ata = AutoATA(value ~ trend("A") + season("M"))) %>% report()
#> Series: value 
#> Model: ATA(14,2,0.6) (A,Ad,M) 
#> ATA(14,2,0.6) (A,Ad,M) 
#> 
#>    model.type: A 
#> 
#>    seasonal.model: decomp 
#> 
#>    seasonal.type: M 
#> 
#>    forecast horizon: 1 
#> 
#>    accuracy.type: sMAPE 
#> 
#> In-Sample Accuracy Measures: 
#> 
#>         sigma2         loglik            MAE            MSE           RMSE 
#> 73037.26402101  -553.43204388   200.59247218 66865.10086431   258.58287040 
#>            MPE           MAPE          sMAPE           MASE            OWA 
#>     0.06492224     2.25943619     2.26185178     0.10206293     0.00059828 
#> 
#> In-Sample Accuracy Measures: 
#> 
#>           MdAE           MdSE          RMdSE           MdPE          MdAPE 
#>   180.23217724 32483.63771314   180.23217724     0.00567211     1.91841057 
#>         sMdAPE 
#>     1.93699028 
#> 
#> Out-Sample Accuracy Measures: 
#> 
#>   MAE   MSE  RMSE   MPE  MAPE sMAPE  MASE   OWA 
#>    NA    NA    NA    NA    NA    NA    NA    NA 
#> 
#> Out-Sample Accuracy Measures: 
#> 
#>   MdAE   MdSE  RMdSE   MdPE  MdAPE sMdAPE 
#>     NA     NA     NA     NA     NA     NA 
#> 
#> Information Criteria: 
#> 
#>      AIC     AICc      BIC 
#> 1120.864 1122.614 1136.801 
#> 
#> 
#>    user  system elapsed 
#>   0.145   0.025   0.170 
#> 
#> calculation.time: 0.17 
#> 
#>