In: Statistics and Probability
Solution :
Given that ,
mean = 
 = 181
variance = 
2 = 45
standard deviation = 
 = 
45
n = 140

= 81 and

= 
 / 
n = 
45 / 
140
P(
< 82) = P((
- 
) / 
< (82 - 81 / 
45 / 
140 ) = P(z < 1.7638)
Using standard normal table,
P(
< 82) = 0.9611