Homework Help is Here – Start Your Trial Now!
Math
Statistics
4. A question of interest is whether increasing the amount of exercise will decrease blood glucose levels for pre-diabetic adults and if so, in what fashion. A random sample of twenty pre-diabetic adults was obtained. The data below gives the amount of time spent exercising per week (in hours) and the person's blood glucose level (measured in mg/dL). Exercise Time Glucose Level Exercise Time Glucose Levels 4.5 105 1.67 155 150 3.75 125 95 1.5 156 6 98 2.3 149 2.92 151 7 100 3.5 129 4 118 2.08 145 5.5 114 2.5 135 6.5 98 1.25 154 4.5 107 3.75 127 7.5 80 a. Which variable is the independent variable?LE b. Which variable is the dependent variable?oldaine oc. Is a linear model appropriate? If so, justify. If not, what type of model, if any, would be most appropriate?

4. A question of interest is whether increasing the amount of exercise will decrease blood glucose levels for pre-diabetic adults and if so, in what fashion. A random sample of twenty pre-diabetic adults was obtained. The data below gives the amount of time spent exercising per week (in hours) and the person's blood glucose level (measured in mg/dL). Exercise Time Glucose Level Exercise Time Glucose Levels 4.5 105 1.67 155 150 3.75 125 95 1.5 156 6 98 2.3 149 2.92 151 7 100 3.5 129 4 118 2.08 145 5.5 114 2.5 135 6.5 98 1.25 154 4.5 107 3.75 127 7.5 80 a. Which variable is the independent variable?LE b. Which variable is the dependent variable?oldaine oc. Is a linear model appropriate? If so, justify. If not, what type of model, if any, would be most appropriate?

MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
See similar textbooks
icon
Related questions
Question
Please show all work/steps
4. A question of interest is whether increasing the amount of exercise will decrease blood glucose levels for pre-diabetic adults and if so, in what fashion. A random sample of twenty pre-diabetic adults was obtained. The data below gives the amount of time spent exercising per week (in hours) and the person's blood glucose level (measured in mg/dL). Exercise Time Glucose Level Exercise Time Glucose Levels 4.5 105 1.67 155 3.75 125 150 95 1.5 D 156 2.3 149 6. 98 100 2.92 151 3.5 S 4 118 129 2.08 145 5.5 114 2.5 01 135 6.5 98 1.25 154 4.5 107 3.75 127 7.5 80 a. Which variable is the independent variable?rLEY b. Which variable is the dependent variable?ldsine nsbesgabadi e sidshedidWd. c. Is a linear model appropriate? If so, justify. If not, what type of model, if any, would be most appropriate? bbtohus 5. Answer the following questions about B,: 1a1. What does the symbol B, represent? meansic ruje dricaou ipr erade 2. Does B, always have an interpretation? If not, explain when it does not have an interpretation. 3. If it does have an interpretation, what is the general interpretation of ß,? 4. What is the point estimate for B,? SCS 6. Answer the following questions about B,: 88.1 80.1 a. What does the symbol B, represent? b. Does B, always have an interpretation? If not, explain when it does not have an interpretation. c. If it does have an interpretation, what is the general interpretation of B,? d. What is the point estimate for B,? 30.S 7. Answer the following questions about µy a. What does the symbol uy, represent? 80S 8A E b. What is the point estimate for µy? sldnev.da 8. Consider again the data describing the relationship between weight and blood pressure described in problem 2. Use the data in problem 2 to answer the following questions. a. Find the regression line.Y on H ut os b. Interpret, if possible, the coefficients of the regression line. c. If possible, estimate the average systolic blood pressure for an adult who weighs 165 pounds. d. If possible, estimate the average systolic blood pressure for an adult who weighs 295 pounds.
Transcribed Image Text:4. A question of interest is whether increasing the amount of exercise will decrease blood glucose levels for pre-diabetic adults and if so, in what fashion. A random sample of twenty pre-diabetic adults was obtained. The data below gives the amount of time spent exercising per week (in hours) and the person's blood glucose level (measured in mg/dL). Exercise Time Glucose Level Exercise Time Glucose Levels 4.5 105 1.67 155 3.75 125 150 95 1.5 D 156 2.3 149 6. 98 100 2.92 151 3.5 S 4 118 129 2.08 145 5.5 114 2.5 01 135 6.5 98 1.25 154 4.5 107 3.75 127 7.5 80 a. Which variable is the independent variable?rLEY b. Which variable is the dependent variable?ldsine nsbesgabadi e sidshedidWd. c. Is a linear model appropriate? If so, justify. If not, what type of model, if any, would be most appropriate? bbtohus 5. Answer the following questions about B,: 1a1. What does the symbol B, represent? meansic ruje dricaou ipr erade 2. Does B, always have an interpretation? If not, explain when it does not have an interpretation. 3. If it does have an interpretation, what is the general interpretation of ß,? 4. What is the point estimate for B,? SCS 6. Answer the following questions about B,: 88.1 80.1 a. What does the symbol B, represent? b. Does B, always have an interpretation? If not, explain when it does not have an interpretation. c. If it does have an interpretation, what is the general interpretation of B,? d. What is the point estimate for B,? 30.S 7. Answer the following questions about µy a. What does the symbol uy, represent? 80S 8A E b. What is the point estimate for µy? sldnev.da 8. Consider again the data describing the relationship between weight and blood pressure described in problem 2. Use the data in problem 2 to answer the following questions. a. Find the regression line.Y on H ut os b. Interpret, if possible, the coefficients of the regression line. c. If possible, estimate the average systolic blood pressure for an adult who weighs 165 pounds. d. If possible, estimate the average systolic blood pressure for an adult who weighs 295 pounds.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 4 images

SEE SOLUTIONCheck out a sample Q&A here
Blurred answer
Knowledge Booster
Searching and Sorting
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman
SEE MORE TEXTBOOKS