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Author(s):
Winter, Denis 
Title:
Machine Learning in Insurance in cooperation with ERGO 
Abstract:
This thesis focuses on including modern statistical machine learning methods into the analytical tools used for health insurance. To do so, a study implemented by the company Munich Health, dating back to 2013 was chosen to be reworked. This study had examined the profitability of disease management programs (DMP) in which chronically ill patients are supported with a special treatment. To eliminate any biases, a creatively enhanced approach is necessary to come up with an appropriate control gr...    »
 
Supervisor:
Prof. Dr. Rudi Zagst 
Advisor:
Dr. Büsra Temocin 
Year:
2019 
University:
Technische Universität München