Question

In: Statistics and Probability

The number of ants per acre in the forest is normally distributed with mean 43,000 and...

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)

Solutions

Expert Solution

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


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