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Question

Statistics Question on Estimation

In a store, the daily demand for milk (in litres) is a random variable having Exp(λ) distribution, where λ > 0. At the beginning of the day, the store purchases c (> 0) litres of milk at a fixed price b (> 0) per litre. The milk is then sold to the customers at a fixed price s (> b) per litre. At the end of the day, the unsold milk is discarded. Then the value of c that maximizes the expected net profit for the store equals

A

1λln(bs)-\frac{1}{λ}\ln(\frac{b}{s})

B

1λln(bs+b)-\frac{1}{λ}\ln(\frac{b}{s+b})

C

1λln(sbs)-\frac{1}{λ}\ln(\frac{s-b}{s})

D

1λln(ss+b)-\frac{1}{λ}\ln(\frac{s}{s+b})

Answer

1λln(bs)-\frac{1}{λ}\ln(\frac{b}{s})

Explanation

Solution

The correct option is (A) : 1λln(bs)-\frac{1}{λ}\ln(\frac{b}{s}).