Question

In a population, the correlation coefficient between weight and adiposity is 0.9. The mean weight is 150 kg. The standard deviation in weight is 30 kg. Adiposity is measured on a scale such that the mean is 0.8, and the standard deviation is 0.1. a. Using this information, predict the expected adiposity of a subject whose weight is 170 kg. b. Using this information, predict the expected weight of a subject whose adiposity is 0.75. c. How reliable do you expect this prediction to be? Why? (Your answer should be a property of correlation, not an opinion about adiposity or weight)

          In a population, the correlation coefficient between weight and adiposity is 0.9. The mean weight is 150 kg. The standard deviation in weight is 30 kg. Adiposity is measured on a scale such that the mean is 0.8, and the standard deviation is 0.1.

a. Using this information, predict the expected adiposity of a subject whose weight is 170 kg.
b. Using this information, predict the expected weight of a subject whose adiposity is 0.75.
c. How reliable do you expect this prediction to be? Why? (Your answer should be a property of correlation, not an opinion about adiposity or weight)
        
Show more…

Added by David P.

Elementary Statistics a Step by Step Approach
Elementary Statistics a Step by Step Approach
Allan G. Bluman 9th Edition
AceChat toggle button
Close icon
Ace pointing down

Please give Ace some feedback

Your feedback will help us improve your experience

Thumb up icon Thumb down icon
Thanks for your feedback!
Profile picture
In a population, the correlation coefficient between weight and adiposity is 0.9. The mean weight is 150 kg. The standard deviation in weight is 30 kg. Adiposity is measured on a scale such that the mean is 0.8, and the standard deviation is 0.1. a. Using this information, predict the expected adiposity of a subject whose weight is 170 kg. b. Using this information, predict the expected weight of a subject whose adiposity is 0.75. c. How reliable do you expect this prediction to be? Why? (Your answer should be a property of correlation, not an opinion about adiposity or weight)
Close icon
Play audio
Feedback
Powered by NumerAI
Kathleen Carty David Collins
Ivan Kochetkov verified

Lucas Finney and 62 other subject Intro Stats / AP Statistics educators are ready to help you.

Ask a new question

*

Labs

-

Want to see this concept in action?

NEW

Explore this concept interactively to see how it behaves as you change inputs.

View Labs

*

Key Concepts

-
Key Concept
Premium Feature
Explore the core concept behind this problem.
Play button
Key Concept
Premium Feature
Explore the core concept behind this problem.
Your browser does not support the video tag.

*

Recommended Videos

-
the-average-height-x-and-weight-y-of-males-in-population-have-a-bivariate-normal-distribution-with-means-x-180-my-900-kgs-and-standard-deviations-x030-my-153-kgs-respectivelythe-correlation-44338

Rashmi S.

correlation-conclusions-i-the-correlation-between-height-and-weight-as-measured-on-90-people-is-r080

Correlation conclusions I The correlation between Height and Weight as measured on 90 people is $r=0.80$. Explain whether or not each of these possible conclusions is justified: a) When Height increases, Weight increases as well. b) The form of the relationship between Height and Weight is straight. c) There are no outliers in the scatterplot of Weight vs. Height. d) Whether we measure Height in feet or meters, the correlation will still be 0.80 .

Stats Data and Models

correlation-conclusions-i-the-correlation-between-height-and-weight-as-measured-on-90-people-is-r080

Correlation conclusions I The correlation between Height and Weight as measured on 90 people is $r=0.80$. Explain whether or not each of these possible conclusions is justified: a) When Height increases, Weight increases as well. b) The form of the relationship between Height and Weight is straight. c) There are no outliers in the scatterplot of Weight vs. Height. d) Whether we measure Height in feet or meters, the correlation will still be 0.80 .

Stats Data and Models


*

Recommended Textbooks

-
Elementary Statistics a Step by Step Approach

Elementary Statistics a Step by Step Approach

Allan G. Bluman 9th Edition
achievement 1,995 solutions
The Practice of Statistics for AP

The Practice of Statistics for AP

Daren S. Starnes, Daniel S. Yates, David S. Moore 4th Edition
achievement 1,339 solutions
Introductory Statistics

Introductory Statistics

Barbara Illowsky, Susan Dean 1st Edition
achievement 1,952 solutions

*

Transcript

-
00:01 So for this problem to begin, we want to figure out our linear regression equation.
00:06 Y hat equals b0 plus b1x.
00:09 Now b1 is going to be equal to our correlation coefficient times the standard deviation of y divided by the standard deviation of x.
00:18 So, plugging in our given values, we know that the correlation is 0 .9, standard deviation in y, so that's the standard deviation in adiposity, is 0 .1.
00:30 And we divide by the standard deviation of x which is 30 so we have that b1 is equal to roughly 0 .003 then b0 is equal to y bar minus b1 times x bar x bar so those are the sample mean values so that's going to be mean for adiposity was 0 .8 then we do minus 0 .003 times mean value of x x bar, which was 150.
01:03 So we have b0 is equal to 0 .35.
01:07 So that gives us our regression equation.
01:12 Oh, one second here...
Need help? Use Ace
Ace is your personal tutor. It breaks down any question with clear steps so you can learn.
Start Using Ace
Ace is your personal tutor for learning
Step-by-step explanations
Instant summaries
Summarize YouTube videos
Understand textbook images or PDFs
Study tools like quizzes and flashcards
Listen to your notes as a podcast
Continue solving this problem
Create a free account to:
  • View full step-by-step solution
  • Ask follow-up questions with Ace AI
  • Save progress and study later
Continue Free
Join the community

18,000,000+

Students on Numerade


Trusted by students at 8,000+ universities

Numerade

Get step-by-step video solution
from top educators

Continue with Clever
or



By creating an account, you agree to the Terms of Service and Privacy Policy
Already have an account? Log In

A free answer
just for you

Watch the video solution with this free unlock.

Numerade

Log in to watch this video
...and 100,000,000 more!


EMAIL

PASSWORD

OR
Continue with Clever