1. What is the correlation coefficient (Pearson’s r) between the variable's calories and carb?  2. Interpret the strength of the relationship between the calories and the amount of carbohydrates (in grams) contained in the food menu at Starbucks.  3. Using JASP descriptive statistics, find the mean and standard deviation for the variable calories and carb

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
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It is natural to think there will be a relationship between the number of calories and the amount of carbohydrates (in grams). In this journal, we will conduct a study using the nutrition data for several Starbucks food items. Click here for the dataset (spreadsheet) or Dataset (pdf)

Import the data to JASP, run the command and take a screenshot of your output. Based on that, answer the following questions. 

1. What is the correlation coefficient (Pearson’s r) between the variable's calories and carb? 

2. Interpret the strength of the relationship between the calories and the amount of carbohydrates (in grams) contained in the food menu at Starbucks. 

3. Using JASP descriptive statistics, find the mean and standard deviation for the variable calories and carb 

4. In a food label at Starbucks, the number of calories is indicated but the amount of carbohydrates (in grams) is missing. Write the equation of the regression line for prediction of the amount of carbohydrates (the response or dependent variables) given the number of calories (explanatory variable or covariate

 

    • First calculate the slope (b_ 1).
    • Calculate the intercept (b_ 0).
    • Write the regression equation. 

 

5. Using JASP linear regression, validate the regression equation found in c.  

6. Calculate R2 of the regression line for predicting the amount of carbohydrates from the number of calories and interpret it in the context of the application. 

Your submission of the Learning Journal assignment can be on a word document, a spreadsheet or a PDF. 

 

Database PDF is attached via Images

item
8-Grain Ro
Apple Bran
Apple Fritt
Banana Nu
Birthday Ci
Blueberry
Blueberry!
Bountiful E
Butter Croi
Cheese Da
Chocolate
Chocolate
Chocolate
Chocolate
Chonga Ba
Cinnamon
Cranberry
Double Ch
Double Fu
Everything
Ginger Mo
Iced Lemoi
Mallorca S
Maple Oat
Marble Pol
Marshmall
Morning B
Multigrain
Old-Fashio
Outrageou
Petite Vani
Plain Bagel
Pumpkin B
Pumpkin S
Raspberry
Raspberry
Reduced-F
Reduced-F
Reduced-F
Starbucks (
Zucchini W
Cheese & F
Chicken &
Chicken Le
Chipotle Cl
Protein
calories
350
350
420
490
130
370
460
370
310
420
380
320
300
420
310
480
490
410
130
280
360
490
420
440
350
210
350
300
420
370
140
280
390
480
480
430
400
340
350
440
490
480
270
360
380
380
fat
BRACHTENNAND
8
9
20
19
6
14
22
14
18
25
17
12
17
21
5
18
18
24
7
2
12
23
25
18
13
4
16
3
HASANAHGG GED GH15
21
14
5
1
14
17
25
16
8
9
10
19
28
28
8
19
19
carb
67
64
59
75
17
47
61
55
32
39
51
53
34
57
52
70
73
46
16
56
58
67
42
59
54
43
45
60
57
56
21
59
61
78
59
69
80
62
59
63
52
39
29
32
35
37
fiber
5
7
0
4
0
5
2
0
0
0
2
3
2
2
3
3
2
3
0
2
0
0
0
3
0
0
2
6
0
3
0
2
2
2
3
0
4
2
4
0
2
6
6
4
6
5
protein
type
10 bakery
6 bakery
5 bakery
7 bakery
O bakery
6 bakery
7 bakery
6 bakery
5 bakery
7 bakery
4 bakery
6 bakery
5 bakery
5 bakery
12 bakery
7 bakery
8 bakery
6 bakery
O bakery
10 bakery
3 bakery
5 bakery
7 bakery
8 bakery
6 bakery
0 bakery
6 bakery
15 bakery
4 bakery
5 bakery
0 bakery
9 bakery
6 bakery
6 bakery
8 bakery
4 bakery
5 bakery
4 bakery
7 bakery
6 bakery
7 bakery
18 bistro box
16 bistro box
17 bistro box
26 bistro box
13 bistro box
Transcribed Image Text:item 8-Grain Ro Apple Bran Apple Fritt Banana Nu Birthday Ci Blueberry Blueberry! Bountiful E Butter Croi Cheese Da Chocolate Chocolate Chocolate Chocolate Chonga Ba Cinnamon Cranberry Double Ch Double Fu Everything Ginger Mo Iced Lemoi Mallorca S Maple Oat Marble Pol Marshmall Morning B Multigrain Old-Fashio Outrageou Petite Vani Plain Bagel Pumpkin B Pumpkin S Raspberry Raspberry Reduced-F Reduced-F Reduced-F Starbucks ( Zucchini W Cheese & F Chicken & Chicken Le Chipotle Cl Protein calories 350 350 420 490 130 370 460 370 310 420 380 320 300 420 310 480 490 410 130 280 360 490 420 440 350 210 350 300 420 370 140 280 390 480 480 430 400 340 350 440 490 480 270 360 380 380 fat BRACHTENNAND 8 9 20 19 6 14 22 14 18 25 17 12 17 21 5 18 18 24 7 2 12 23 25 18 13 4 16 3 HASANAHGG GED GH15 21 14 5 1 14 17 25 16 8 9 10 19 28 28 8 19 19 carb 67 64 59 75 17 47 61 55 32 39 51 53 34 57 52 70 73 46 16 56 58 67 42 59 54 43 45 60 57 56 21 59 61 78 59 69 80 62 59 63 52 39 29 32 35 37 fiber 5 7 0 4 0 5 2 0 0 0 2 3 2 2 3 3 2 3 0 2 0 0 0 3 0 0 2 6 0 3 0 2 2 2 3 0 4 2 4 0 2 6 6 4 6 5 protein type 10 bakery 6 bakery 5 bakery 7 bakery O bakery 6 bakery 7 bakery 6 bakery 5 bakery 7 bakery 4 bakery 6 bakery 5 bakery 5 bakery 12 bakery 7 bakery 8 bakery 6 bakery O bakery 10 bakery 3 bakery 5 bakery 7 bakery 8 bakery 6 bakery 0 bakery 6 bakery 15 bakery 4 bakery 5 bakery 0 bakery 9 bakery 6 bakery 6 bakery 8 bakery 4 bakery 5 bakery 4 bakery 7 bakery 6 bakery 7 bakery 18 bistro box 16 bistro box 17 bistro box 26 bistro box 13 bistro box
Salumi & C
Sesame Nc
Tuna Salad
Apple Pie
Birthday Ca
Brown Sug
Cherry Pie
Chocolate
Chocolate
Raspberry
Red Velvet
Tiramisu Ci
Bacon & G
Chicken Sa
Ham & Che
Sausage &
Spinach &
Starbucks I
Turkey Bac
Veggie & M
Deluxe Fru
Chicken Sa
Egg Salad S
Ham & Swi
Roasted Tc
Roasted Ve
Tarragon C
Turkey & S
Greek Yog
Peach Rasp
Strawberry
420
350
380
180
170
190
170
190
180
160
190
170
350
300
350
500
290
140
320
350
80
400
460
360
390
350
420
390
300
300
300
26
11
21
7
9
12
7
11
10
8
11
9
18
10
16
28
10
2.5
7
18
0
11
27
9
18
12
13
13
12
4
3.5
2522
50
27
22
24
24
23
23
24
21
22
30
33
31
41
33
25
43
30
20
47
37
43
44
48 46 36 44 7 60
57
365 c
0
0
0
0
0
0
0
0
0
0
5
0
0
6
4
3
0
2
2
5
2
3
4
6
2
0
w wo
3
3
25 bistro box
15 bistro box
23 bistro box
2 petite
0 petite
2 petite
2 petite
0 petite
2 petite
2 petite
O petite
O petite
17 hot breakfast
14 hot breakfast
20 hot breakfast
19 hot breakfast
19 hot breakfast
5 hot breakfast
18 hot breakfast
17 hot breakfast
0 salad
26 sandwich
22 sandwich
28 sandwich
15 sandwich
13 sandwich
32 sandwich
34 sandwich
8 parfait
10 parfait
7 parfait
Transcribed Image Text:Salumi & C Sesame Nc Tuna Salad Apple Pie Birthday Ca Brown Sug Cherry Pie Chocolate Chocolate Raspberry Red Velvet Tiramisu Ci Bacon & G Chicken Sa Ham & Che Sausage & Spinach & Starbucks I Turkey Bac Veggie & M Deluxe Fru Chicken Sa Egg Salad S Ham & Swi Roasted Tc Roasted Ve Tarragon C Turkey & S Greek Yog Peach Rasp Strawberry 420 350 380 180 170 190 170 190 180 160 190 170 350 300 350 500 290 140 320 350 80 400 460 360 390 350 420 390 300 300 300 26 11 21 7 9 12 7 11 10 8 11 9 18 10 16 28 10 2.5 7 18 0 11 27 9 18 12 13 13 12 4 3.5 2522 50 27 22 24 24 23 23 24 21 22 30 33 31 41 33 25 43 30 20 47 37 43 44 48 46 36 44 7 60 57 365 c 0 0 0 0 0 0 0 0 0 0 5 0 0 6 4 3 0 2 2 5 2 3 4 6 2 0 w wo 3 3 25 bistro box 15 bistro box 23 bistro box 2 petite 0 petite 2 petite 2 petite 0 petite 2 petite 2 petite O petite O petite 17 hot breakfast 14 hot breakfast 20 hot breakfast 19 hot breakfast 19 hot breakfast 5 hot breakfast 18 hot breakfast 17 hot breakfast 0 salad 26 sandwich 22 sandwich 28 sandwich 15 sandwich 13 sandwich 32 sandwich 34 sandwich 8 parfait 10 parfait 7 parfait
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