In: Statistics and Probability
The average clothes washer uses 15 gallons of water per load, with a standard deviation of 3.0 gallons. What is the probability that a random sample of 30 loads will provide a sample mean within one half gallon of the population mean?
Solution :
Given that,
mean = 
 = 15 gallons
standard deviation = 
 = 3.0 gallons
n = 30

= 
 = 15 gallons

= 
 / 
n = 3.0 / 
30 = 0.55
15 ± 0.5 = 14.5, 15.5
P( 14.5 < 
 < 15.5)  
= P[(14.5 - 15) /0.55 < (
- 
)
/ 
< (15.5 - 15) / 0.55)]
= P( -0.91 < Z < 0.91)
= P(Z < 0.91 ) - P(Z < -0.91)
Using z table,
= 0.8186 - 0.1814
= 0.6372