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Page Content

WEB SESSION

14 Dec 2020

Claims Estimation for Non-Life Insurance Using MATLAB

Monday, 14 December 2020

  1. 10:00 - 12:00 We’ll see the whole workflow:
  2. - Importing, cleaning and visualizing data
  3. - Creating a development triangle and calculating IBNR and unpaid claims using chain ladder, expected claims and Bornhuetter-Ferguson methods.
  4. - Automated report generation (static or dynamic to a dashboard)
  5. Break
  6. 14:00 - 16:00 Building a model to estimate total settlement amount based on a number of predictors. We’ll be using multiple linear regression, a bag of decision trees and a neural network.
  7. Highlights:
  8. - How to automate the whole workflow
  9. - How to handle big data which doesn´t fit in memory
  10. (Time zone: CET - Central European Time)
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