# Activity 1 Data

Team Heat Time
116.72
127.31
136.05
216.88
228.81
237.34
316.83
327.10
336.68
416.60
426.97
437.38
514.31
523.91
534.53
616.29
626.30
639.60

## Hypothesis Testing

Although hypothesis testing isn't covered until later, here are some tests things will be looking at later. Don't worry too much about what they mean for right now, but you may want to come back and look at them later.

We're going to look at the mean walking time of each of the heats to see if the heat number is a factor in the walking time.

In each case, we'll assume that there is no difference in the walking times of the different heats. The P-value from the Analysis of Variance table is the chance of getting the results we got if there really is no difference. If the P-value is small, say less than 5% (0.05), then we say our results are too unusual to have happened by chance alone and we reject the assumption that the mean walking times are all the same.

## Analysis of Times for Section 01

### Summary Statistics for Time

Heat123All
n66618
Mean6.2726.7336.9306.645
St Dev0.9841.6121.6791.400

### Analysis of Variance

Source SS df MS F P
Heat 1.3704 2 0.6852 0.3219 0.729655
Error 31.9300 15 2.1287
Total 33.3004 17 1.9588

Critical F(2,15,0.05) value = 3.6823.

## Analysis of Times for Combined Sections

### Summary Statistics for Time

Heat123All
n66618
Mean6.2726.7336.9306.645
St Dev0.9841.6121.6791.400

### Analysis of Variance

Source SS df MS F P
Heat 1.3704 2 0.6852 0.3219 0.729655
Error 31.9300 15 2.1287
Total 33.3004 17 1.9588

Critical F(2,15,0.05) value = 3.6823.

## Data Dictionary

section
The section number of the class (1,2)
team
The team number (1-8 for section 1, 1-6 for section 2)
heat
The heat number (1-3)
time
The time in seconds required to walk 25 ft.