In: Statistics and Probability
the chickens of the ornithes farm are processed when they are 20 weeks old. the distribution of their weights is normal with a mean of 3.8 lb. and a standard deviation of 0.6 lb. On your paper draw a normal curve for each situation and write what you typed in the calculator. Answer the following.
a. What proportion of chickens weigh less than 3 pounds? (Round to 4 decimal places.)
b. What proportion of chickens weigh between 3.5 and 4.5 pounds? (Round to 4 decimal places.)
c. What proportion of chickens weigh more than 5 pounds? (Round to 4 decimal places.)
d. 20 percent of the chickens have a weight below what value? (Round to 1 decimal place.)
e. If I randomly select 5 chickens, what is the probability that they have weights with a mean more than 4 pounds? (Round to 4 decimal places)
Solution :
Given that,
mean = = 3.8
standard deviation = = 0.6
a ) P( x < 3 )
P ( x - / ) < ( 3 - 3.8 / 0.6)
P ( z < -0.8 / 0.6 )
P ( z < -0.13)
= 0.4483
Probability =0.4483
b ) P (3.5 < x < 4.5 )
P ( 3.5 - 3.8 / 0.6) < ( x - / ) < ( 4.5 - 3.8 / 0.6)
P ( - 0.3 / 0.6 < z < 0.7 / 0.6 )
P (-0.5< z < 1.17)
P ( z < 1.17 ) - P ( z < -0.5)
Using z table
= 0.8790 - 0.3085
= 0.5705
Probability = 0.5705
c ) P (x > 5 )
= 1 - P (x < 5)
= 1 - P ( x - / ) < ( 5 - 3.8 / 0.6)
= 1 - P ( z < 1.2 / 0.6 )
= 1 - P ( z < 2)
Using z table
= 1 - 0.9772
= 0.0228
Probability = 0.0228
d ) Using standard normal table,
P(Z < z) = 20%
P(Z < z) = 0.20
P(Z < - 0.61) = 0.20
z = - 0.61
Using z-score formula,
x = z * +
x = -0.84 * 0.6 + 3.8
x = 3.3
e ) n = 5
= 3.8
= / n = 0.6 5= 37.94733
P ( > 5 )
= 1 - P ( < 5)
= 1 - P ( - / ) < ( 4 - 3.8 / 0.2683)
= 1 - P ( z < 0.2 / 0.2683 )
= 1 - P ( z < 0.74)
Using z table
= 1 - 0.7704
= 0.2296
Probability = 0.2296