Question

In: Statistics and Probability

Mimi plans on growing tomatoes in her garden. She has 15 cherry tomato seeds. Based on...

Mimi plans on growing tomatoes in her garden. She has 15 cherry tomato seeds. Based on her experience, the probability of a seed turning into a seedling is 0.30.

(a) Let X be the number of seedlings that Mimi gets. As we know, the distribution of X is a binomial probability distribution. What is the number of trials (n), probability of successes (p) and probability of failures (q), respectively?

(b) Find the probability that she gets at least 5 cherry tomato seedlings. (Round the answer to 3 decimal places) Show all work. Just the answer, without supporting work, will receive no credit.

Solutions

Expert Solution

Mimi plans on growing tomatoes in her garden. She has 15 cherry tomato seeds. Based on her experience, the probability of a seed turning into a seedling is 0.30.

(a) Let X be the number of seedlings that Mimi gets. As we know, the distribution of X is a binomial probability distribution. What is the number of trials (n), probability of successes (p) and probability of failures (q), respectively?

For binomial probability distribution,

Binomial Formula. Suppose a binomial experiment consists of n trials and results in x successes. If the probability of success on an individual trial is P, then the binomial probability is:

b(x; n, P) = nCx * Px * (1 - P)n - x
or
b(x; n, P) = { n! / [ x! (n - x)! ] } * Px * (1 - P)n - x

Notation

The following notation is helpful, when we talk about binomial probability.

  • x: The number of successes that result from the binomial experiment.
  • n: The number of trials in the binomial experiment.
  • P: The probability of success on an individual trial.
  • Q: The probability of failure on an individual trial. (This is equal to 1 - P.)
  • n!: The factorial of n (also known as n factorial).
  • b(x; n, P): Binomial probability - the probability that an n-trial binomial experiment results in exactly x successes, when the probability of success on an individual trial is P.
  • nCr: The number of combinations of n things, taken r at a time.

Here, the number of trials (n) = number of cherry tomato seeds = 15

Probability of successes (p) = probability of a seed turning into a seedling = 0.30

Probability of failures (q) = 1-p = 1-0.30 = 0.70

(b) Find the probability that she gets at least 5 cherry tomato seedlings.

P(X5) = 1-P(X<5)

Now,

P(X<5) = P(X=0)+P(X=1)+P(X=2)+P(X=3)+P(X=4)

Therefore, P(X5) = 1-P(X<5) = 1-0.51549105922=0.48450894078=0.485 (To 3 decimal places)

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