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Candy The following data represent the weight (in grams) of various candy bars and the corresponding number of calories.

(a) Draw a scatter diagram of the data treating weight as the independent variable.

(b) What type of relationship appears to exist between the weight of a candy bar and the number of calories?

(c) Select two points and find a linear model that contains the points.

(d) Graph the line on the scatter diagram drawn in part (a).

(e) Use the linear model to predict the number of calories in a candy bar that weighs 62.3 grams.

(f) Interpret the slope of the line found in part (c).

Short Answer

Expert verified

(a). The scatter diagram of the data treating weight as the independent variable is,

(b). The relation between weight and calories is linear.

(c). Equation of the line is y=2.59x+107.6432

(d). The graph of the line on a scatter plot is

(e). The required amount is 269 calories.

(f) If the candy bar is increased by 1 gm then the calories will increase by 2.59 calories.

Step by step solution

01

Step 1. Given information

The given data is

Candy BarWeight, xCalories, y
Hershey's Milk Chocolate44.28230
Nestle's Crunch44.84230
Butterfinger61.30270
Baby Ruth66.45280
Almond Joy47.33220
Twix (With Caramel)58.00280
Snickers61.12280
Heath 39.52 210
02

Part (a) Step 2. Make the scatter plot graph.

Use the given data to draw the scatter plot diagram.

03

Part (b) Step 1.  Explain the relationships.

As, we can see that the relation between weight and calories is looking linear. In the obtained diagram, the slants downward from left to right.

04

Part (c) Step 1. Equation of line.

Take two points from the given table:

39.52,210,and66.45,280

Now, the equation of the line passing through two points is,

y-210=280-21066.54-39.52x-39.52y-210=7066.54-39.52x-39.52y=2.59x-39.52+210=2.59x+107.6432

As we have taken randomly two points from the table. Thus, the maybe changed while the points will change.

05

Part (d) Step 1. Graph the linear line.


The graph of the line on the scatter plot is,

06

Part (e) Step 1. Find the number of calories.

Substitute 62.3 for x in the linear mode calculated in part (c).

y(x)=2.5993x+107.2757y(x)=2.599362.3+107.2757=269.21≈269calories

The required amount is 269 calories.

07

Part (f) Step 1. Best fit line

From the linear model, the slope is 2.59, which is positive. This implies that if the candy bar is increased by 1 gm then the calories will increase by 2.59 calories.

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