AY1516 T2 Team Hew - Prediction

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Exploratory Analysis Prediction


Distribution Fitting

Vaughn (1996) and a number of actuaries have mentioned that ClaimPaid amounts have to factor in inflation for greater accuracy. However, as the highest inflation rate attained by Indonesia for the time period of study is about 7%, this is rather negligible. We first excluded rows where ClaimPaid = 0 and derived the distribution statistics of:

N Min Max Median Mean Standard Deviation
49,066 2,570 3,295,056,701 4,297,418 21,090,896 90,927,485


Overall Claim amount distribution


Linear Regression

Coming Soon

Research & Methodology

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References