4.11 1914: Regression Analysis: Exploring Associations between Variables4.11 Age and Sleep The scatterplot shows the age and number of hours of sleep "last night"for some students. Do you think the trend is slightly positive or slightly negative? Whatdoes that mean?4.12Hours of Sleep11100900 64............... ●●20 25 30T35AgeT40 45 50Height and Weight for Women The figure shows a scatterplot of the heights andweights of some women taking statistics. Describe what you see. Is the trend positive,negative, or near zero? Explain.

Given that: Scatterplot of Age vs Hours of sleep is provided. Correlation describes the degree to…

Answered: 4.11 Age and Sleep The scatterplot…

Big Ideas Math A Bridge To Success Algebra 1: Student Edition 2015

1st Edition

ISBN:9781680331141

Author:HOUGHTON MIFFLIN HARCOURT

Publisher:HOUGHTON MIFFLIN HARCOURT

Chapter4: Writing Linear Equations

Section4.5: Analyzing Lines Of Fit

Problem 31E

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Life Expectancy The following table shows the average life expectancy, in years, of a child born in the given year42 Life expectancy 2005 77.6 2007 78.1 2009 78.5 2011 78.7 2013 78.8 a. Find the equation of the regression line, and explain the meaning of its slope. b. Plot the data points and the regression line. c. Explain in practical terms the meaning of the slope of the regression line. d. Based on the trend of the regression line, what do you predict as the life expectancy of a child born in 2019? e. Based on the trend of the regression line, what do you predict as the life expectancy of a child born in 1580?2300
3.4 SKILL BUILDING EXERCISES Using the Regression Line In Exercises S-1 through S-4, you are asked to provide information using the given regression line. Employee Turnover The regression line for a data set showing the percentage E of employees who cease employment versus their monthly salary S, in dollars, is E=10-S500. According to the regression equation, what monthly salary level would result in 0 employee turnover?
Noise and Intelligibility Audiologists study the intelligibility of spoken sentences under different noise levels. Intelligibility, the MRT score, is measured as the percent of a spoken sentence that the listener can decipher at a cesl4ain noise level in decibels (dB). The table shows the results of one such test. (a) Make a scatter plot of the data. (b) Find and graph the regression line. (c) Find the correlation coefficient. Is a linear model appropriate? (d) Use the linear model in put (b) to estimate the intelligibility of a sentence at a 94-dB noise level.
XYZ Corporation Stock Prices The following table shows the average stock price, in dollars, of XYZ Corporation in the given month. Month Stock price January 2011 43.71 February 2011 44.22 March 2011 44.44 April 2011 45.17 May 2011 45.97 a. Find the equation of the regression line. Round the regression coefficients to three decimal places. b. Plot the data points and the regression line. c. Explain in practical terms the meaning of the slope of the regression line. d. Based on the trend of the regression line, what do you predict the stock price to be in January 2012? January 2013?
3.4 SKILL BUILDING EXERCISES Using the Regression Line In Exercises S-1 through S-4, you are asked to provide information using the given regression line. Utility Bill The regression line for a data set showing the monthly utility bill U in a certain city versus the square footage F of the residence is given by U=0.2F-100 dollars. What monthly utility bill would be expected for a 25400-square-foot home in this city?
The U.S. Census tracks the percentage of persons 25 years or older who are college graduates. That data forseveral years is given in Table 4[14]. Determine whether the trend appears linear. If so, and assuming the trendcontinues. in what year will the percentage exceed 35%?
Demand for Candy Bars In this problem you will determine a linear demand equation that describes the demand for candy bars in your class. Survey your classmates to determine what price they would be willing to pay for a candy bar. Your survey form might look like the sample to the left. a Make a table of the number of respondents who answered yes at each price level. b Make a scatter plot of your data. c Find and graph the regression line y=mp+b, which gives the number of respondents y who would buy a candy bar if the price were p cents. This is the demand equation. Why is the slope m negative? d What is the p-intercept of the demand equation? What does this intercept tell you about pricing candy bars? Would you buy a candy bar from the vending machine in the hallway if the price is as indicated. Price Yes or No 50 75 1.00 1.25 1.50 1.75 2.00

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