In: Statistics and Probability
The number of ants per acre in the forest is normally
distributed with mean 43,000 and standard deviation 12,405. Let X =
number of ants in a randomly selected acre of the forest. Round all
answers to 4 decimal places where possible.
a. What is the distribution of X? X ~ N(,)
b. Find the probability that a randomly selected acre in the forest
has fewer than 55,888 ants.
c. Find the probability that a randomly selected acre has between
32,267 and 37,554 ants.
d. Find the first quartile. ants (round your answer to a
whole number)
Solution :
Given that ,
mean 43,000
standard deviation 12,405.
a) X ~ N(4300 ,12405 normal)
b) P(x < 55888 )
= P[(x - ) / < (55888 - 43000) / 12405 ]
= P(z < 1.04)
Using z table,
= 8508
c) P( 32267 < x < 37554 ) = P[(32267 - 43000) / 12405) < (x - ) / < (37554 - 43000) / 12405) ]
= P(- 0.87 < z < - 0.44)
= P(z < - 0.44) - P(z < - 0.87)
Using z table,
= 0.3300 - 0.1922
= 0.1378
d) Using standard normal table,
The z dist'n First quartile is,
P(Z < z) = 25%
= P(Z < z) = 0.25
= P(Z < -0.6745 ) = 0.25
z = - 0.6745
Using z-score formula,
x = z * +
x = - 0.6745 * 12405 + 43000
x = 34632.83
First quartile =Q1 = 34632