Digitization in Controlling: Forecasting Processes through Automation - Andre Große Kamphake
-30% with code BOOKS
Shipping in 12-18 days
30-day return policy
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 c ... Full description
You May Also Like
TOP
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
-30% with code BOOKS
In stock at our supplier
TOP
Never Split the Difference: Negotiating as if Your Life Depended on It
-30% with code BOOKS
In stock
TOP
The 7 Habits of Highly Effective People. 30th Anniversary Edition: Powerful Lessons in Personal Change
Jim Collins, Sean Covey, Stephen R. Covey
-30% with code BOOKS
In stock
TOP
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
-30% with code BOOKS
In stock at our supplier
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-30% with code BOOKS
In stock at our supplier
TOP
Why Nations Fail: The Origins of Power, Prosperity and Poverty
Daron Acemoglu, James A. Robinson
-30% with code BOOKS
In stock at our supplier
TOP
Legacy: What The All Blacks Can Teach Us About The Business Of Life
-30% with code BOOKS
In stock at our supplier
TOP
The Psychology of Money: Timeless Lessons on Wealth, Greed, and Happiness
-30% with code BOOKS
In stock
TOP
Clear Thinking: The Art and Science of Making Better Decisions
-30% with code BOOKS
In stock at our supplier
TOP
Vienna: How the City of Ideas Created the Modern World
-30% with code BOOKS
In stock at our supplier
TOP
The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence
-30% with code BOOKS
In stock at our supplier
TOP
1873: The Rothschilds, the First Great Depression, and the Making of the Modern World
-30% with code BOOKS
In stock at our supplier
TOP
The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses
-30% with code BOOKS
In stock
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-30% with code BOOKS
In stock at our supplier
TOP
Influence: The Psychology of Persuasion
-30% with code BOOKS
In stock at our supplier
TOP
Co-Intelligence: Living and Working with AI
-30% with code BOOKS
In stock at our supplier
TOP
The First 90 Days: Proven Straegies for Getting up to Speed faster and smarter
-30% with code BOOKS
In stock at our supplier
Description
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.
More Information
| Author | Andre Große Kamphake |
|---|---|
| Publisher | Springer Fachmedien Wiesbaden |
| Series | BestMasters |
| Release year | 2020 |
| Cover type | Softcover |
| EAN | 9783658287405 |