Question
upstudy study bank question image url

Assume a random sample representative of the population is surveyed. If 20 people in the sample of size 54 are in favor, can the normal distribution approximation be used to estimate probabilities? (a) \( n p= \) (b) \( n(1-p)= \) (c) Yes, a normal distribution approximation can be used No, a normal distribution approximation can't be used

Ask by Martinez Klein. in the United States
Mar 15,2025

Upstudy AI Solution

Tutor-Verified Answer

Answer

(a) \( n p = 20 \) (b) \( n(1-p) = 34 \) (c) Yes, a normal distribution approximation can be used

Solution

**Step 1: Calculate \( n p \)** Given that the sample size is \( n = 54 \) and the number in favor is 20, the sample proportion is \[ p = \frac{20}{54}. \] Then, \[ n p = 54 \times \frac{20}{54} = 20. \] **Step 2: Calculate \( n(1-p) \)** Since \[ 1-p = 1 - \frac{20}{54} = \frac{34}{54}, \] we have \[ n(1-p)= 54 \times \frac{34}{54} = 34. \] **Step 3: Check if the normal approximation can be used** A common rule of thumb for using the normal approximation is that both \( n p \) and \( n(1-p) \) should be at least 10. Here, \[ n p = 20 \quad \text{and} \quad n(1-p) = 34, \] which both satisfy the criterion. **Answers:** (a) \( n p = 20 \) (b) \( n(1-p) = 34 \) (c) Yes, a normal distribution approximation can be used.

Answered by UpStudy AI and reviewed by a Professional Tutor

error msg
Explain
Simplify this solution

Bonus Knowledge

To assess whether the normal distribution approximation can be applied, first we need to calculate \( n p \) and \( n(1-p) \). Here, \( n = 54 \) and \( p = \frac{20}{54} \approx 0.3704 \). (a) \( n p = 54 \times 0.3704 \approx 20 \) (b) \( n(1 - p) = 54 \times (1 - 0.3704) \approx 34 \) Since both calculated values are greater than 5, we can confidently say that a normal distribution approximation can be used. Thus, the answer is: **Yes, a normal distribution approximation can be used.**

Related Questions

Latest Statistics Questions

Try Premium now!
Try Premium and ask Thoth AI unlimited math questions now!
Maybe later Go Premium
Study can be a real struggle
Why not UpStudy it?
Select your plan below
Premium

You can enjoy

Start now
  • Step-by-step explanations
  • 24/7 expert live tutors
  • Unlimited number of questions
  • No interruptions
  • Full access to Answer and Solution
  • Full Access to PDF Chat, UpStudy Chat, Browsing Chat
Basic

Totally free but limited

  • Limited Solution
Welcome to UpStudy!
Please sign in to continue the Thoth AI Chat journey
Continue with Email
Or continue with
By clicking “Sign in”, you agree to our Terms of Use & Privacy Policy