In: Statistics and Probability
A research scientist wants to know how many times per hour a certain strand of bacteria reproduces. The mean is found to be 7.3 reproductions and the population standard deviation is known to be 1.9. If a sample of 150 was used for the study, construct the 80% confidence interval for the true mean number of reproductions per hour for the bacteria. Round your answers to one decimal place.
Solution :
Given that,
Point estimate = sample mean =  
   = 7.3
Population standard deviation =   
= 1.9
Sample size n =150
At 80% confidence level the z is ,
= 1 - 80% = 1 - 0.80 = 0.20
/ 2 = 0.10
Z
/2
= Z0.10= 1.28 ( Using z table )
Margin of error = E =   Z
/2   
* ( 
 /n)
= 1.28 * ( 1.9 / 150 
 )
= 0.199
At 80% confidence interval estimate of the population mean
is,
- E < 
 < 
 + E
7.3 -0.199 <  
< 7.3+ 0.199
7.101 <  
<7.499
( 7.1 ,7.5)