Question

In: Statistics and Probability

Without external cues such as the sun, people attempting to walk in a straight line tend...

Without external cues such as the sun, people attempting to walk in a straight line tend to walk in circles. It has been suggested that this tendency is due to internal asymmetries between individuals, or that individuals' legs differ in length or strength.

Souman et al. (2009) tested for differences in individuals' tendencies to change direction by blindfolding 15 participants and asking them to walk in a straight line in an empty field. The numbers in this dataset represent median change in direction (or turning angle) of each of the 15 participants, measured in degrees per second. Negative angles = left turns; positive angles = right turns.

Begin by producing a frequency distribution graph of the dataset for yourself.

  1. Do the data appear to be normally distributed? Answer "yes" or "no"
  2. Based on the graph, do people tend to turn in one direction more than the other? Answer "right" or "left"
  3. Is this a one- or two-tailed t test?  (enter either 1 or 2 for your answer)
  4. Conduct a one-sample t-test. What is your calculated t-value? Answer to 2 decimal places, and include leading zeros:
  5. Does the mean angle differ significantly from zero? "yes" / "no"
  6. Based on your test, is the following statement justified? "People do not have a tendency to turn more in one direction, on average, than the other direction." "yes" / "no"
1.28457373
0.7491364
-2.2991328
-1.5565737
0.29162495
-0.563625
2.02713279
2.02713279
-0.136
-0.563625
0.29162495
1.28457373
2.02713279
2.02713279
0.7491364

Solutions

Expert Solution

Begin by producing a frequency distribution graph of the dataset for yourself.

Do the data appear to be normally distributed? Answer "yes" or "no"

No

Based on the graph, do people tend to turn in one direction more than the other? Answer "right" or "left"

Right

Is this a one- or two-tailed t test?  (enter either 1 or 2 for your answer)

Two-tailed t-test

Conduct a one-sample t-test. What is your calculated t-value? Answer to 2 decimal places, and include leading zeros:

0.0000000 hypothesized value
0.5093497 mean Data
1.3496309 std. dev.
0.3484732 std. error
15 n
14 df
1.462 t
.1659 p-value (two-tailed)

calculated t-value = 1.46

Does the mean angle differ significantly from zero? "yes" / "no"

No

Based on your test, is the following statement justified? "People do not have a tendency to turn more in one direction, on average, than the other direction." "yes" / "no"

No


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