In: Statistics and Probability
The highway fuel economy of a 2016 Lexus RX 350 FWD 6-cylinder
3.5-L automatic 5-speed using premium fuel is a normally
distributed random variable with a mean of μ = 20.00 mpg
and a standard deviation of σ = 2.00 mpg.
(a) What is the standard error of X¯¯¯X¯ , the
mean from a random sample of 36 fill-ups by one driver?
(Round your answer to 4 decimal places.)
  
Standard error of   X¯¯¯X¯   
          
(b) Within what interval would you expect the
sample mean to fall, with 99 percent probability? (Round
your answers to 4 decimal places.)
  
The interval is from  to
Solution :
Given that,
mean = 
 = 20
standard deviation = 
 = 2
n = 36
(a)

= 20
The sampling distribution of standard deviation is ,

= 
 / 
n = 2 / 
36 = 2 / 6 = 0.3333
Using Empirical rule,
P(
  -
3
< X < 
  +
3
) = 99%
P(20 - 3 * 0.3333 < X < 20 + 3 * 0.3333) = 99%
P(19 < X < 21) = 99%
Interval : 19 to 21