The expected value and variance under quota share reinsurance follow by scaling the exponential distribution:The retained stop loss moments for an exponential aggregate follow from the payout , its survival function equals for and zero for . The tail integral formula for moments gives, with and ,Consequently the retained moments areMatching the two expected values forces , which lies strictly between zero and one. The difference of the variances simplifies toIndeed has and for . Because , the difference is actually positive. At equal retained expected value, aggregate stop loss reinsurance reduces the variance more than quota share reinsurance.
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