Question
upstudy study bank question image url

A population of values has a normal distribution with \( \mu=65.3 \) and \( \sigma=70.3 \). A random sample of size \( n=134 \) is drawn. a. What is the mean of the distribution of sample means? \( \mu_{\bar{x}}= \) b. What is the standard deviation of the distribution of sample means? Round your answer to two decimal places. \( \sigma_{\bar{x}}=\square \)

Ask by Bird O'Quinn. in the United States
Mar 14,2025

Upstudy AI Solution

Tutor-Verified Answer

Answer

a. The mean of the distribution of sample means is 65.3. b. The standard deviation of the distribution of sample means is approximately 6.07.

Solution

Sign in to Unlock Answers for Free!

A Learning Platform Trusted by Millions of Real Students and Teachers.

star-icon Unlock

Answered by UpStudy AI and reviewed by a Professional Tutor

The Deep Dive

The mean of the distribution of sample means, often referred to as the expected value of the sample mean, is the same as the population mean. So, in this case, \( \mu_{\bar{x}} = \mu = 65.3 \). To find the standard deviation of the distribution of sample means, also known as the standard error, you use the formula \( \sigma_{\bar{x}} = \frac{\sigma}{\sqrt{n}} \). Plugging in the population standard deviation \( \sigma = 70.3 \) and the sample size \( n = 134 \), we calculate: \[ \sigma_{\bar{x}} = \frac{70.3}{\sqrt{134}} \approx 6.08. \] So rounding to two decimal places, \( \sigma_{\bar{x}} \approx 6.08 \).

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