In: Statistics and Probability
A scientist conducted a hybridization experiment using peas with green pods and yellow pods. He crossed peas in such a way that 25% (or 142)
of the 568 offspring peas were expected to have yellow pods. Instead of getting 142 peas with yellow pods, he obtained 144.
Assume that the rate of 25% is correct.
a. Find the probability that among the 568 offspring peas, exactly 144 have yellow pods.
b. Find the probability that among the 568 offspring peas, at least 144 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?
Let X is a random a variable shows the number of yellow pods out of 596 offspring. Here X has binomial distribution with parameters n=568 and p=0.25.
Since np = 142 and n(1-p) = 426 both are greater than 5 so we can use normal approximation here.
Using normal approximation, X has approximately normal distribution with mean and SD as follows:
(a)
The z-score for X = 144-0.5 = 143.5 is
The z-score for X = 144+0.5 = 144.5 is
The probability that among the 568 offspring peas, exactly 144 have yellow pods is
Answer: 0.0352
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(b)
The z-score for X = 144-0.5 = 143.5 is
The probability that among the 568 offspring peas, at least 144 have yellow pods is
Answer: 0.4404
(c)
Part b
(d)
Yes because probability of getting yellows pods 144 or more is greater than 0.05.