In: Statistics and Probability
An experimenter publishing in the Annals of Botany investigated whether the stem diameters of the dicot sunflower would change depending on whether the plant was left to sway freely in the wind or was artificially supported. Suppose that the unsupported stem diameters at the base of a particular species of sunflower plant have a normal distribution with an average diameter of 35 millimetres (mm) and a standard deviation of 3 mm.
(a) What is the probability that a sunflower plant will have a stem diameter of more than 38 mm? (Round your answer to four decimal places.)
(b) If two sunflower plants are randomly selected, what is the probability that both plants will have a stem diameter of more than 38 mm? (Round your answer to four decimal places.)
(c) Within what limits would you expect the stem diameters to lie, with probability 0.95? (Round your answers to two decimal places.)
Lower Limit ______
Upper Limit ______
(d) What diameter represents the 70th percentile of the distribution of diameters? (Round your answer to two decimal places.)
a) P(X > 38)
= P((X - )/ > (38 - )/)
= P(Z > (38 - 35)/3)
= P(Z > 1)
= 1 - P(Z < 1)
= 1 - 0.8413
= 0.1587
b) P(both plants) = (0.1587)^2 = 0.0252
c) P(X < x) = 0.025
or, P((X - )/ < (x - )/) = 0.025
or, P(Z < (x - 35)/3) = 0.025
or, (x - 35)/3 = -1.96
or, x = -1.96 * 3 + 35
or, x = 29.12
P(X > x) = 0.025
or, P((X - )/ > (x - )/) = 0.025
or, P(Z > (x - 35)/3) = 0.025
or, P(Z < (x - 35)/3) = 0.975
or, (x - 35)/3 = 1.96
or, x = 1.96 * 3 + 35
or, x = 40.88
Lower limit = 29.12
Upper limit = 40.88
d) P(X < x) = 0.7
or, P((X - )/ < (x - )/) = 0.7
or, P(Z < (x - 35)/3) = 0.7
or, (x - 35)/3 = 0.52
or, x = 0.52 * 3 + 35
or, x = 36.56