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
−λ1ln(sb)
B
−λ1ln(s+bb)
C
−λ1ln(ss−b)
D
−λ1ln(s+bs)
Answer
−λ1ln(sb)
Explanation
Solution
The correct option is (A) : −λ1ln(sb).