SYSTEMS AND METHODS FOR PROVIDING FORECASTS INCORPORATING SEASONALITY

SYSTEMS AND METHODS FOR PROVIDING FORECASTS INCORPORATING SEASONALITY

Systems, methods, and non-transitory computer readable media can obtain a plurality of change points that are each indicative of a potential change in a curve relating to a metric associated with a system. A prediction model for providing forecasts relating to the metric can be generated. A seasonal...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Park, Sanghyeon, DeLucia, Stephen M, Taylor, Sean Jude, Letham, Thomas Benjamin
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Systems, methods, and non-transitory computer readable media can obtain a plurality of change points that are each indicative of a potential change in a curve relating to a metric associated with a system. A prediction model for providing forecasts relating to the metric can be generated. A seasonality model for predicting seasonality associated with the metric can be generated. A combined forecast model can be generated based on the prediction model and the seasonality model.