diff --git a/prediction_techniques/README.md b/prediction_techniques/README.md index ddad0db91fd..fd38035c17f 100644 --- a/prediction_techniques/README.md +++ b/prediction_techniques/README.md @@ -93,6 +93,17 @@ usage: regression -p N_POLYNOMIAL [-i N_INPUTS] [-d N_DAYS] [-j N_JUMPS] ![regression](https://user-images.githubusercontent.com/25267873/108604946-d3338100-73a8-11eb-9e99-fa526fb56672.png) ## arima +``` +usage: arima [-d N_DAYS] [-i {aic,aicc,bic,hqic,oob}] [-s] [-o S_ORDER] [-r] +``` + * -d : prediciton days. Default 5. + * -i : information criteria - used if auto_arima library is invoked. Default aic. + * -s : weekly seasonality flag. Default False. + * -r : results about ARIMA summary flag. Default False. + * -o : arima model order. If the model order is defined, auto_arima is not invoked, deeming information criteria useless. Example: -o 514, where: + * p = 5 : order (number of time lags) of the autoregressive model. + * d = 1 : degree of differencing (the number of times the data have had past values subtracted). + * q = 4 : order of the moving-average model. ![arima](https://user-images.githubusercontent.com/25267873/108604947-d3cc1780-73a8-11eb-9dbb-53b959ae7947.png)