Assignment: Comparing Means Worksheet

Assignment: Comparing Means Worksheet

Assignment: Comparing Means Worksheet

ResourcePulse Rate Dataset

This week, your team will practice using two questions (one t test and one ANOVA) using data sets provided by the textbook. Work as a team to help each other provide the right statistical output and the correct analysis of the output. The more you practice, the better your level of understanding will be. Assignment: Comparing Means Worksheet

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Complete the Comparing Means Worksheet.

  • attachment

    PulseRateDataset.xlsx

    Data

    Height Weight Age Gender Smokes Alcohol Exercise Ran Pulse1 Pulse2
    173 57 18 2 2 1 2 2 86 88
    179 58 19 2 2 1 2 1 82 150
    167 62 18 2 2 1 1 1 96 176
    195 84 18 1 2 1 1 2 71 73
    173 64 18 2 2 1 3 2 90 88
    184 74 22 1 2 1 3 1 78 141
    162 57 20 2 2 1 2 2 68 72
    169 55 18 2 2 1 2 2 71 77
    164 56 19 2 2 1 1 2 68 68
    168 60 23 1 2 1 2 1 88 150
    170 75 20 1 2 1 1 1 76 88
    178 58 19 1 2 2 3 2 74 76
    170 68 22 1 1 1 2 2 70 71
    187 59 18 1 2 1 1 2 78 82
    180 72 18 1 2 1 2 2 69 67
    185 110 22 1 2 1 3 2 77 73
    170 56 19 1 2 2 3 2 64 63
    180 70 18 1 2 1 2 1 80 146
    166 56 21 2 1 2 2 2 83 79
    155 50 19 2 2 2 2 2 78 79
    175 60 19 1 2 2 3 2 88 86
    140 50 34 2 2 2 3 1 70 98
    163 55 20 2 2 2 3 2 78 74
    182 75 26 1 1 1 2 2 80 76
    176 59 19 1 2 2 2 2 68 69
    177 74 18 2 2 2 2 1 70 96
    170 60 18 1 2 1 2 2 62 59
    172 60 21 2 2 2 3 2 81 79
    189 60 19 1 2 1 2 1 78 168
    178 56 21 2 2 1 2 1 86 150
    175 75 20 1 2 1 2 1 59 92
    180 85 19 1 1 1 2 1 68 125
    160 57 19 2 2 2 2 1 75 130
    164 66 23 2 2 2 3 1 74 168
    175 65 19 1 2 1 2 1 60 104
    163 55 20 2 2 2 2 1 70 119
    185 90 18 1 2 2 3 1 80 140
    169 68 19 1 2 2 2 2 58 58
    165 63 18 2 2 1 2 2 84 84
    155 49 18 2 2 1 2 2 104 92
    175 66 20 1 2 1 2 2 66 68
    178 63 23 1 2 1 3 2 84 90
    184 65 21 1 1 2 2 2 65 67
    170 60 19 2 2 1 2 2 80 80
    162 60 19 2 2 1 2 2 66 60
    164 46 18 2 2 2 2 2 104 96
    171 70 26 2 2 2 2 2 76 76
    182 85 20 1 1 1 3 2 70 68
    174 60 19 2 2 1 3 1 66 89
    167 70 22 1 1 1 3 2 92 84
    157 41 20 2 2 2 2 1 70 95
    183 73 20 1 2 1 2 2 63 65
    167 75 20 2 2 1 2 2 65 67
    171 67 18 2 2 1 3 2 76 74
    182 63 20 1 2 1 1 1 56 110

    Information

    Variable Description
    Height Height (cm)
    Weight Weight (kg)
    Age Age (years)
    Gender Sex (1 = male, 2 = female)
    Smokes Regular smoker? (1 = yes, 2 = no)
    Alcohol Regular drinker? (1 = yes, 2 = no)
    Exercise Frequency of exercise (1 = high, 2 = moderate, 3 = low)
    Ran Whether the student ran or sat between the first and second pulse measurements (1 = ran, 2 = sat)
    Pulse1 First pulse measurement (rate per minute)
    Pulse2 Second pulse measurement (rate per minute)
  • attachment

    ComparingMeansWorksheet.docx.dot
    Title

    ABC/123 Version X

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      Comparing Means Worksheet

    PSYCH/625 Version 5

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    University of Phoenix Material

     

    Comparing Means Worksheet

    The following questions require that you access Microsoft® Excel® for analysis. The team must work together to solve these questions. The data set for this assignment is located in the Pulse Rate Dataset

    1. John is interested in determining if frequency of exercise affects pulse rate. John randomly samples individuals at a local gym to ask if they will participate in his study. 55 individuals agree, and they are divided into three groups of exercisers: 1 = high frequency, 2 = moderate frequency, 3 = low frequency. Next, John measures their pulse after their workout. Do pulse rates differ among individuals who exercise with high frequency versus those who exercise moderately versus those who exercise with low frequency?

     

    Note: Make sure you adjust the data so that there are three exercise variables (one for each level).

     

    Conduct a one-way ANOVA to investigate the relationship between exercise frequency (Exercise) and pulse rate (Pulse1). Conduct Tukey’s HSD post hoc tests, if necessary. On the output, identify the following:

    a. F ratio for the group effect

    b. Sums of squares for the exercise effect

    c. Mean for moderate exercisers

    d. P value for exercise effect

     

    2. Write a 125- to 175-word summary of the results, formatted according to APA guidelines.

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    Copyright © 2018 by University of Phoenix. All rights reserved.