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Exercise is an essential component of a healthy lifestyle, and many college students incorporate exercise into their daily routine. One VCU student tracked his exercise

Exercise is an essential component of a healthy lifestyle, and many college students incorporate exercise into their daily routine. One VCU student tracked his exercise routine at the Cary Street Gym for a simple random sample of 30 days. For each of the 30 days he recorded data for the three variables. The data table is below.

Day Cardio Length of workout (minutes) Calories Burned
1 IW 77 206
2 R 80 122
3 IW 110 250
4 R 102 115
5 R 115 108
6 R 61 190
7 R 87 170
8 A 89 125
9 IW 93 225
10 R 107 130
11 IW 110 246
12 R 98 156
13 R 74 178
14 R 45 155
15 A 72 134
16 IW 83 308
17 IW 134 392
18 IW 117 280
19 R 106 119
20 R 57 102
21 R 97 159
22 R 66 167
23 A 62 140
24 R 112 178
25 R 77 184
26 IW 46 406
27 IW 104 289
28 A 92 186
29 R 138 144
30 IW 74 277

The first variable is the type of cardio chosen that day. This is a qualitative variable with three possible responses: running (denoted R in the data table below); walking on a treadmill with an incline (denoted IW in the data table below); and agility drills (denoted A in the data table below). The second variable is the length of the aerobic portion of the workout, measured in minutes. The third variable is the number of calories burned during the aerobic portion of the workout. Both the second and third variables are quantitative variables.

2. This question uses the qualitative variable type of cardio chosen each day.

(a).Create a frequency table that lists the categories of the variable along with the frequency of occurrence of each category. Recall that there are three categories: running (R), walking on a treadmill with an incline (IW), and agility drills (A).

(b). Construct a pie chart or a bar graph to display this data.

(c). Provide a verbal description of the distribution of this variable.

(d). It is hypothesized that the proportion of all days that this person would choose running is 0.40, and of interest is to test this hypothesis versus the alternative hypothesis that the proportion of all days that this person would choose running is greater than 0.40. Write out these two hypothesis in statistical notation.

(e). Discuss the assumptions required to test the hypotheses in part (d) and whether they are satisfied using the data collected.

(f). Use the data in the table to test the hypotheses in part (d) at significance level a = .10. Complete the test even if the assumptions are violated.

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