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Frequency and severity models

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  • Frequency and severity models

    Hello, I am learning about frequency and severity models.
    I am trying to fit the data of an insurance company, the data are about fire, but the number of claims only was 800. And the total number of houses is 130000, I have model with a GLM poisson and binomial, but according deviance the models are not well.
    Do you know some strategies or models when there are a small number of claims??


    thanks in advance for your help..
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