In: Statistics and Probability
At a large bank, account balances are normally distributed with a mean of $1,637.52 and a standard deviation of $623.16. What is the probability that a simple random sample of 400 accounts has a mean that exceeds $1,650?
Solution :
Given that ,
mean = = 1637.52
standard deviation = = 623.16
n = 400
= = 1637.52 and
= / n = 623.16 / 400 = 31.158
P( > 1650) = 1 - P( < 1650)
= 1 - P(( - ) / < (1650 - 1637.52) / 31.158)
= 1 - P(z < 0.40)
= 1 - 0.6554 Using standard normal table.
= 0.3446
The probability that a simple random sample of 400 accounts has a mean that exceeds $1,650 is 0.3446.