Digitization in Controlling

Name: Digitization in Controlling
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783658287405
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Forecasting Processes through Automation

Autor: Andre Große Kamphake

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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Andre Große Kamphake deals with the digitization in controlling and focuses in this context on the a...

Informace o knize

Autor

Andre Große Kamphake

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2020

Stránek

EAN

9783658287405

Enbook ID

25209780

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

454

Rozměry

148 x 210 x 6

Kompletní popis

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.

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Digitization in Controlling

Forecasting Processes through Automation

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Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také