Téléchargez le livre : Digitization in Controlling

Digitization in Controlling

Forecasting Processes through Automation
de

Éditeur :

Springer Gabler

Collection : BestMasters

Paru le : 2020-01-02

Andre Große Kamphake deals with the digitization in controlling and focuses in this context on the analysis of automated forecasting processes within a chemical company. He aims at outlining to what extent and how accurate forecasting processes can be automated in the age of digitization and big dat...
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Description du livre


Andre Große Kamphake deals with the digitization in controlling and focuses in this context on the analysis of automated forecasting processes within a chemical company. He aims at outlining to what extent and how accurate forecasting processes can be automated in the age of digitization and big data. Therefore, the forecast of the working capital is put at the center since it plays a leading role for the cash collection process. Based on data from 2015 to 2018, two different forecasting models are combined to optimally predict the different components contained in the working capital. The author manages to prove that both a trained forecasting algorithm achieves a prediction accuracy of 92.49 % and statistical methods in machine learning lead to a significant increase in forecasts compared to naive forecasting models.

À propos

Auteur
Andre Große Kamphake
Éditeur
Springer Gabler
Collection
BestMasters
Parution
2020-01-02
Pages
70 pages
EAN papier
9783658287405

Auteur(s) du livre


Defaut-Illustration Andre Große Kamphake

Caractéristiques détaillées - droits

EAN PDF
9783658287412
Prix
52,74 €
Nombre pages copiables
0
Nombre pages imprimables
7
Taille du fichier
2458 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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