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Artificial Neural Networks (ANN) 1 Artificial intelligence 1 Estimation theory 1 Forecasting model 1 Generalised Linear Model (GLM) 1 Gradient Boosting Machine (GBM) 1 Künstliche Intelligenz 1 Neural networks 1 Neuronale Netze 1 Prognoseverfahren 1 Schätztheorie 1 frequency modelling 1 loss cost model 1 severity modelling 1
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Article in journal 1 Aufsatz in Zeitschrift 1
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English 1
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Dhyani, Alisha 1 Mahbub, Khaled 1 Nehme, Antonio 1 Wilson, Alinta Ann 1
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Risks : open access journal 1
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ECONIS (ZBW) 1
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Did you mean: subject:"severity modeling" (6 results)
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A comparison of generalised linear modelling with machine learning approaches for predicting loss cost in motor insurance
Wilson, Alinta Ann; Nehme, Antonio; Dhyani, Alisha; … - In: Risks : open access journal 12 (2024) 4, pp. 1-28
This study explores the insurance pricing domain in the motor insurance industry, focusing on the creation of "technical models" which are essentially obtained after combining the frequency model (the expected number of claims per unit of exposure) and the severity model (the expected amount per...
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