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X-WR-CALDESC:Veranstaltungen für AKTUARVEREINIGUNG ÖSTERREICHS (AVÖ)
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DTSTART:20240331T010000
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DTSTART;TZID=Europe/Vienna:20251110T090000
DTEND;TZID=Europe/Vienna:20251111T150000
DTSTAMP:20260415T123737
CREATED:20250505T150533Z
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SUMMARY:EAA Web Session 'Hands-on Adaptive Learning of GLMs for Risk Modelling in R'
DESCRIPTION:During the web session\, we will first explore the theoretical foundations of both the bias-variance trade-off in predictive modelling and general GLM regularisation. We will then study the explicit design of the algorithm. The remainder will be hands-on as we provide extensive code that implements the algorithm in the statistical programming language R. We will discuss and run the code using a realistic case study in actuarial claims frequency modelling. You will learn how to use the programme and apply the algorithm to non-life claims data for pricing. Further focus will be on the visualisation of the results\, especially on the insights gained from the learned meta-results of the algorithm\, e.g.\, the implicit way how we selected\, prioritised and pre-processed variables.\nAnmeldeschluss: 2025-11-06
URL:https://avoe.at/event/eaa-web-session-hands-on-adaptive-learning-of-glms-for-risk-modelling-in-r-3/
LOCATION:Wien
CATEGORIES:European Actuarial Academy (EAA)
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