GLM, Neural Network and Gradient Boosting for Insurance Pricing, Part 1: Claim Frequency
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Updated
Sep 18, 2020 - Jupyter Notebook
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claim-frequency
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Forecast of car claim frequency using GLM, boosting and neural networks
machine-learning neural-network forecast glm poisson-distribution boosting car-insurance claim-frequency
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Updated
Dec 17, 2021 - R
SQL analysis of car insurance claims to identify high-risk policyholder groups based on demographic, behavioural and vehicle-related attributes. This project calculates policyholder share, claim share, claim frequency and relative risk ratio to highlight groups with heightened claim behaviour.
sql insurance cte characteristics premium car-insurance insurance-claims relative-risk claim-frequency acturial
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Updated
Jul 17, 2026
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