7. Suppose 99% of all dogs are good and that Weathers's fiancee/wife (depending on when you read this question) brings home 10 randomly chosen dogs. (a) What is the probability that exactly 9 of those dogs are good? Write the formula, with the appropriate values substituted in, that would give you the correct probability. There is no need to evaluate the expression for a numerical answer. (b) What is the average number of good dogs in a random sample of 10 dogs?

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**Question 7:**

Suppose 99% of all dogs are good and that Weathers's fiancée/wife (depending on when you read this question) brings home 10 randomly chosen dogs.

(a) What is the probability that exactly 9 of those dogs are good? Write the formula, with the appropriate values substituted in, that would give you the correct probability. There is no need to evaluate the expression for a numerical answer.

(b) What is the average number of good dogs in a random sample of 10 dogs?

---

**Explanation:**

This question involves understanding probabilities in a binomial distribution scenario, where each dog can be categorized as either "good" or "not good."

(a) The probability of having exactly 9 good dogs can be calculated using the binomial probability formula:

\[ P(X = k) = \binom{n}{k} p^k (1-p)^{n-k} \]

Where:
- \( n = 10 \) (total number of dogs)
- \( k = 9 \) (number of good dogs desired)
- \( p = 0.99 \) (probability of a dog being good)

Substituting these values into the formula:
\[ P(X = 9) = \binom{10}{9} (0.99)^9 (0.01)^1 \]

(b) The average number, or expected value, of good dogs in a random sample of 10 is found using the formula for expectation in a binomial distribution:

\[ E(X) = n \times p \]

Substituting the given values:
\[ E(X) = 10 \times 0.99 = 9.9 \]

This means that on average, you would expect 9.9 out of 10 dogs to be good.
Transcribed Image Text:**Question 7:** Suppose 99% of all dogs are good and that Weathers's fiancée/wife (depending on when you read this question) brings home 10 randomly chosen dogs. (a) What is the probability that exactly 9 of those dogs are good? Write the formula, with the appropriate values substituted in, that would give you the correct probability. There is no need to evaluate the expression for a numerical answer. (b) What is the average number of good dogs in a random sample of 10 dogs? --- **Explanation:** This question involves understanding probabilities in a binomial distribution scenario, where each dog can be categorized as either "good" or "not good." (a) The probability of having exactly 9 good dogs can be calculated using the binomial probability formula: \[ P(X = k) = \binom{n}{k} p^k (1-p)^{n-k} \] Where: - \( n = 10 \) (total number of dogs) - \( k = 9 \) (number of good dogs desired) - \( p = 0.99 \) (probability of a dog being good) Substituting these values into the formula: \[ P(X = 9) = \binom{10}{9} (0.99)^9 (0.01)^1 \] (b) The average number, or expected value, of good dogs in a random sample of 10 is found using the formula for expectation in a binomial distribution: \[ E(X) = n \times p \] Substituting the given values: \[ E(X) = 10 \times 0.99 = 9.9 \] This means that on average, you would expect 9.9 out of 10 dogs to be good.
Expert Solution
Step 1

99% dogs are good :

P= 0.99 

q = 1-P = 1- 0.99 = 0.01

N= 10

Binomial probability :

P(X=x) = NCx*Px *q(N-x ) 

Where :

NCx = N!/(x! * (N-x )!)

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