A scientist conducted a hybridization experiment using peas with
green pods and yellow pods. He crossed peas in such a way that 25%
(or
142142)
of the
568568
offspring peas were expected to have yellow pods. Instead of
getting
142142
peas with yellow pods, he obtained
144144.
Assume that the rate of 25% is correct.
a. Find the probability that among the
568568
offspring peas, exactly
144144
have yellow pods.
b. Find the probability that among the
568568
offspring peas, at least
144144
have yellow pods.
c. Which result is useful for determining whether the claimed rate
of 25% is incorrect? (Part (a) or part (b)?)
d. Is there strong evidence to suggest that the rate of 25% is
incorrect?
a)
n= | 568 | p= | 0.2500 | |
here mean of distribution=μ=np= | 142 | |||
and standard deviation σ=sqrt(np(1-p))= | 10.3199 | |||
for normal distribution z score =(X-μ)/σx | ||||
therefore from normal approximation of binomial distribution and continuity correction: |
probability that among the 568 offspring peas, exactly 144 have yellow pods:
probability = | P(143.5<X<144.5) | = | P(0.145<Z<0.242)= | 0.5948-0.5596= | 0.0352 |
b)
probability that among the 568 offspring peas, at least 144 have yellow pods:
probability = | P(X>143.5) | = | P(Z>0.15)= | 1-P(Z<0.15)= | 1-0.5596= | 0.4404 |
c)
part b
d)
as probabiltiy of above event is above 0.05 ; therefore we do not have evidence to suggest that the rate of 25% is incorrect
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