Christoph Buser

AXA-Winterthur

Switzerland

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Data Analytics for Non-Life Insurance Pricing

Swiss Finance Institute Research Paper No. 16-68
Number of pages: 249 Posted: 17 Nov 2016 Last Revised: 10 Sep 2020
Mario V. Wuthrich and Christoph Buser
RiskLab, ETH Zurich and AXA-Winterthur
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Abstract:

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non-life insurance pricing, car insurance pricing, generalized linear models, generalized additive models, credibility theory, neural networks, regression trees, CART, bootstrap, bagging, random forest, boosting, telematic data, data science, machine learning, data analytics