Simple Linear Regression Assignment

Research Question: Is there a linear relationship between minutes per week spent exercising and BMI?

A cross-sectional survey was given to 15 individuals, in which they were asked their weight, height, and on average how many minutes per week they spent exercising, The results are shown in the table below.

ID	BMI Score	Exercise (min/wk.)
1	42	10
2	33	25
3	18	180
4	22	120
5	35	30
6	34	60
7	22	150
8	18.5	145
9	17	180
10	30	70
11	37	35
12	38	60
13	30	80
14	22	190
15	33	90

1. What are the dependent and independent variables?

2. What is the mean BMI score among participants?

3. What is the mean mins per week spent exercising among participants?

4.Using excel, what is the correlation coefficient (r) between exercise and BMI score? Interpret the direction and magnitude of correlation coefficient.

5..What is the coefficient of determination (r²) for the relationship between minutes per week exercising and BMI score? Interpret this value.

6. Using the formulas below, estimate and write the simple linear regression equation. Show your work!

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!

Q:

"Me Talk Pretty One Day" is frequently satirical* (i.e., a work that criticizes or ridicules human behaviour ideas or institutions through humour and irony.) What is the subject of the author's...

Q:

Correlation Anolysis D Correlation Is a measure of the relationship between two [2] variables. D It Is a measure of how things are related. D The study of how variables are correlated ls called...

Q:

Wheaton etal paper on Construction Costs over time: Write one pg report with references... citations MLA or Harvard style after reading attached article. I will also attach my paper which I got a low...

Q:

Addie's grandfather has left them a trust and the value of the money they receive depends on the age choose to collect this gift of money. Their options are given in the table below. Payoff at age 19...

Q:

A device that recovers heat from high-temperature combustion products involves passing the combustion gas between parallel plates, each of which is maintained at 350 K by water flow on the opposite...

Q:

Suppose that a department contains 10 men and 15 women. How many ways are there to form a committee with six members if it must have the same number of men and women?

Q:

Compare major definitions of abnormality proposed in the field of clinical psychology.

Q:

TBA Products Company manufactures a variety of products made of plastic and aluminum components. During the winter months, substantially all of the production capacity is devoted to the production of...

Q:

What is the field in the TCP header which helps us detect illegitimate TCP state sequences? a . ) Only the SYN bit. b . ) The 6 - bit flags field. c . ) The destination port number. d . ) Checksum.

Q:

rn Explain in some detail how the Precision Tree calculations in Figure 6.11 for the Acme problem are exactly the same as those for the hand-drawn decision tree in Figure 6.6. In other words, explain...

Q:

1. A particular nuclear power plant releases a detectable amount of radioactive gases 18 times over the course of a year, on average. Find the probability that there will be 2 or more releases of...

Q:

Client's son calls and says he is worried because, having recently moved, he cannot get mom's nursing home before late evening and the nursing home does not allow visitors after 8:00 pm. He has not...

Q:

According to Harold Miner, the Nacirema try, at all costs, to avoid pain: (LO 3.4) Group of answer choices True False

Q:

A potential candidate is interviewing for a security analyst role. The candidate says the following when responding to a scenario-based question: "It was up to me to manage the product sales for the...

Q:

In your own words, what is the difference between Constitutional Originalism and the Living Constitution theories in interpreting and applying the Constitution? (2-3 complete sentences) Do you think...

Q:

A and B represent two forest look-out towers. A is 5km and on a bearing of 220 degrees from B. A forest fire is sighted at F, on a bearing of 070 digress from A and 150 digress from B. A...

Q:

The Polaris Company uses a job-order costing system. The following data are taken about the 3.000 units completed for this year. Allocation Base.......... Estimated manufacturing overhead............

Q:

Rewrite the code of Figure 7.3 in Ada, Java, or C#. Figure 7.3: template class queue { item items [max_items]; int next_free, next_full, num_items; public: queue () : next_free (0), next_full(0),...

Q:

LO 213 How do people approach and solve problems?

Q:

LO 212 What processes underlie reasoning and decision making?

Q:

4. From a researchers perspective, how might you determine whether Louise Owens memory is truly accurate?

Previous Question Next Question