Hi, I would like to know how you would approach to the case: “estimate the average car insurance cost in italy"
Which variables should it include.
The structure I can think of is:
- number of incidents:
- I would start top down by calculating population,
- average number of house holds,
- the number of cars per house,
- the frequency of incidents per car multiplied by the number of cars circulating
- cost of the damage:
- I would estimate the % of low, medium, high car models
- assigning an average price car per range by considering population income ranges.
- Then I would consider 3 different level of incidents: low, medium, hard
- assign them a different weight (of frequency)
- I would estimate the cost of each incident based on the car ranges
- I would weight it based on the frequency
Hi Moritz, thanks for the feedback! It was very very helpful. Very interesting also the discussion about the premium. When considering the premium cost, how would you structure it? I know that several factors may influence it, such as age, city, type of car, car age, credit score, incidents backgrounds, etc... But I don't find it very easy to assess a premium cost only based on these factors.
(editiert)