You are a public health researcher interested in social factors that influence heart problem.You survey

You are a public health researcher interested in social factors that influence heart problem. You survey 500 towns and gather data on the percentage of people in each town who smoke,
the percentage of people in each town who bike to work, and the percentage of people in
each town who have heart problem. By using the file heart problem. csv and a = 0.05,
perform:

a.
Compute the correlation coefficient.

b.
Interpret your result in a by presenting your output in form of table.

C.
Build a multiple linear regression model for this data.

d.
Plot a scatter plot for the model and heart. problem.

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This Post Has 4 Comments

  1. i think the answer is She replaced both the divisor and the dividend with their reciprocals when changing division to multiplication in step 2.

    plz mark me as brainliest if i was right

  2. Part 1.

    Given that a small company did an analysis of their pay scale versus years of experience and found that the line of best fit was y = 2035.6x + 36,000.

    The 36,000 in the context of the problem mean that if they had 0 years of experience their salary would be 36,000.

    For any linear equation of the form y = mx + c, The value of c is the value of the function when the independent variable, x, is 0.

    Part 2.

    Given that Harris is building a deck around his pool and that his contractor charges $525 for labor plus an additional $4.75 per square foot for materials.

    Recall that the equation of a line is given by y = mx + c, where m is the rate at which the independent value, x, is changing and c is the fived initial value.

    Given that the contractor charges a fixed labour cost of $525 and additional rate of $4.75 per square foot for materials, therefore, the equation that can be used to determine the cost (y), in dollars, for a deck with an area of x square feet is given by y = 4.75x + 525

    Part 3.

    Given that Ted researched the price of airline tickets and discovered a correlation between the price of a ticket and the number of miles traveled and after recording his data on a scatter plot, he determined the equation for the line of best fit is y = 300 + 0.45x.

    The 0.45  in the equation representthe number of miles traveled

    For any linear equation of the form y = mx + c, The value of m is the rate at which the independent value, x, is changing.

    Part 4.

    The product of two or more numbers is the multiplication of the numbers. The expression that best represents the product of quantities a, b, and H is given by abH

    Part 5)
     
    Given that the price of a gallon of milk was $2.65. After the price rose y dollars after the last hurricane, the price becomes 2.65 + y. After the price dropped $0.15, the price becomes 2.65 + y - 0.15 = 2.5 + y. After the price rose again by $0.05, the price becomes 2.5 + y + 0.05 = 2.55 + y.

    Therefore, the expression that represents the current price of milk is given by 2.55 + y

    Part 6)
     
    Given that the function C = 12x + 1500 models the cost of consumable computer supplies for a school district.

    Given that in the equation, C represents the cost (in thousands of dollars), and x represents the number of years since 2015.

    2030 is 15 years since 2015, thus, the value of x in the model is 15.

    Therefore, according to the model, the cost of consumable computer supplies for the school district for the year 2030 will be 12,000(15) + 1,500,000 = 180,000 + 1,500,000 = $1,680,000.

    Part 7.

    There are 12 months in 1 year, thus, there will be (1)(x) / 12 = x / 12.

    Therefore, the expression that represents how many years are in x months is given by x / 12

    Part 8.

    Given that Henry and Holly catch crawfish which they sell to a local Cajun restaurant and that the restaurant pays them $3.80 a pound for live crawfish that are large enough.

    Given that 5% of the crawfish die before they can deliver them to the restaurant and 7% of the live crawfish are too small.

    Thus, the percentage of a pound of crawfish sold is given by (1 - 0.05)(1 - 0.07) = 0.95 x 0.93 = 0.8835 = 88.35%

    Let x represent the number of pounds of crawfish they catch, therefore, an expression which represents how much money they make per pound of crawfish they catch is given by 88.35% of 3.80 = 0.8835(3.80) = 3.357x

    Part 9.

    Given that Olivia is growing roses and keeps track of how much fertilizer (in ounces) she adds to the soil and how many blooms each rose bush has.

    Given that a linear relationship that can be modeled by the equation y = 1.345x + 4 is established.

    From the model it can be seen that Olivia's rose bush will have 4 blooms when x is 0, i.e. when she adds no fertilizer to the soil.

    Part 10.

    Given that Olivia is growing roses and keeps track of how much fertilizer (in ounces) she adds to the soil and how many blooms each rose bush has.

    Given that a linear relationship that can be modeled by the equation y = 1.345x + 4 is established.

    The 1.345 in the contex of the problem mean that for every additional bloom on the rose bush she added 1.345 ounces of fertilizer.

    For any linear equation of the form y = mx + c, The value of m is the rate at which the independent value, x, is changing.

  3. 1) m=15 and r =5

    2) 4 and 2 ml

    3) x= 0.5 and y = -1

    Step-by-step explanation:

    given that m multiple choice questions and r extended response questions.

    Also given that a) m+r = total no of questions =20 ... i and

                            2m+6r = total time taken = 60  ... ii

    b) Divide second equation by 2, m+3r = 30  ... iii

                                                      m+r  = 20   ... i

    Subtract to get 2r =10 or r =5

    m = 20-5 = 15

    Verify: m+r = 15+5 =20

    and     2m+6r = 30+30 = 60 minutes.  

    Hence verified

    2) Let a litres of 20% solution and b litres of 50% solution be mixed

    a) Then total volume = 6 ml = a+b  ... i

    Resulting solution = 30% of 6 ml = 1.8 = 0.2a+0.5b ... ii

    b) Solve i and ii

    b = 6-a: substitute in ii.

    0.2a + 3-0.5a = 1.8

    Or a = 4 ml and b = 2ml

    Verify: Total volume = a+b =6ml and

    concentration = 0.2(4)+0.5(2) = 1.8 = 30% of 6 ml.

    Thus verified

    3) 2x-3y=4 ...i

      2x-5y =6... ii

    Because x term has the same coefficient in both the equations, elimination is easier.

    i-ii gives 2y =-2 or y =-1

    Substitute in i, 2x+3 =4 or x = 0.5

    So answer is x = 0.5 and y =1

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