Appendix A
Additional Problems

The problems in this document may be used as extra review or practice for quizzes and exams. They are organized by chapter and are very similar in spirit to those found in the text. When referring to problems in this document, we will use the chapter number followed by the problem number. For example, Problem 1.3 refers to the third problem in the problem set for Chapter 1. The answers to these problems may be found in a companion document at this website.

Problems for Chapter 8

  1. To test the effectiveness of four different sunblock formulations (treatments) , each formulation was applied to the backs of 3 randomly selected subjects from a group of 12 volunteers. At the end of a 4-hour exposure to bright sunlight, each subject was evaluated for sunburn damage and ranked, with rank #1 indicating the least damage and rank #12 indicating the most damage. The ranked data are summarized below. Carry out an appropriate test to determine whether there were differences among the treatments, and if so, locate the treatments that are different.

    Treatment I II III IV
    ni 3 3 3 3
    Mean rank Ri/ni 5.33 10.83 2.33

    7.5

  2. Current fitness industry trends include a growing interest in non-competitive boxing programs. A study was conducted to examine the physiological responses of punching at various tempos. Using commercially available boxing equipment, 48 male boxing-trained subjects performed straight left and right punches at one of four different tempos (60, 80, 100, and 120 punches per minute) . Each trial lasted two minutes, similar to that of traditional boxing round training. Oxygen consumption (ml/ kg/ min), and heart rate (bpm) were monitored continuously during each round using open circuit spirometry and telemetry. Summary data are recorded below. (Based on concepts in L. Kravitz, et al. , Metabolic effect of punching tempo, www.unm.edu/~lkravitz/Research%20Abstrs/punchingtempo.html.)
    1. Use ANOVA to determine whether there is a difference in oxygen consumption among the various tempos. If so, which pairs are different? (Use DMRT.)
      Punches/min 60 80 100 120 Total
      ni 12 12 12 12 48

      i

      25.2 28.0 28.3 29.9
      si 3.2 3.4 3.0 3.1
      Ti 302.4 336 339.6 358.8 1336.8
    2. Determine whether there is a difference in heart rates among the various tempos. If so, which pairs are different?
    Bpm 60 80 100 120 Total
    ni 12 12 12 12 48
    i 164.7 173.3 176.3 182.1
    si 13.1 11.9 11.1 9.9
    Ti 1976.4 2079.6 2115.6 2185.2 8356.8

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