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Book synopsis

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.

Book details

• Full title: Digitization in Controlling
• Subtitle: Forecasting Processes through Automation
• Author: Andre Große Kamphake
• Language: English
• Binding: Paperback
• Number of pages: 70
• EAN: 9783658287405
• ID: 25209780
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 454 g
• Dimensions: 210 × 148 × 6 mm
• Date of publishing: 03. January 2020

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