Statistics and Probability with Applications for Engineers and Scientists Using MINITAB, R and JMP. Bhisham C. Gupta

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Statistics and Probability with Applications for Engineers and Scientists Using MINITAB, R and JMP - Bhisham C. Gupta

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10 (20+30)/2 = 25 250 images 6 (30+40)/2 = 35 210 images 11 (40+50)/2 = 45 495 images 5 (50+60)/2 = 55 275

      2.6.2 Median of a Grouped Data

      1 Step 1. Determine the rank of the median that is given by

      2 Step 2. Locate the class containing the median and then proceed as follows:Add the frequencies of classes starting from class 1 and continue until the sum becomes greater than or equal to . Then, the class containing the median is identified.

      3 Step 3. Once we identify the class containing the rank of the median, then the median is given by(2.6.3)

      where

        lower limit of the class containing the median

       

        frequency of the class containing the median

        class width of the class containing the median

      Example 2.6.2 (Median of a grouped data) Find the median of the grouped data in Example 2.6.1.

       Solution:

      1 Step 1. Rank of the median .

      2 Step 2. Add the frequencies until the sum becomes greater than or equal to 20.5, that is,Stop at the class whose frequency is 6, so that the class containing the median is .

      3 Step 3. Using (2.6.3), we have

      2.6.3 Mode of a Grouped Data

      In Example 2.6.1, the mode is equal to the midpoint of the class images, since it has the highest frequency, 11. Thus

equation

      2.6.4 Variance of a Grouped Data

      The population and the sample variance of grouped data are computed by using the following formulas:

      (2.6.4)equation

      where images and images are as defined earlier in this section.

      Example 2.6.3 (Variance of a grouped data) Determine the variance of the grouped data in Example 2.6.1.

      Solution: From the data in Table 2.1, we have

equation equation equation

      The population and the sample standard deviation are found by taking the square root of the corresponding variances. For example, the standard deviation for the grouped data in Example 2.6.1 is

equation

      PRACTICE PROBLEMS FOR SECTION 2.6

      1 Use the frequency distribution table you prepared in Problem 4 of Section 2.3 to do the following:Determine the mean, median, and mode of the grouped data.Determine the variance and the standard deviation of the grouped data.

      2 Use the frequency distribution table you prepared in Problem 5 of Section 2.3, to do the following:Determine the mean, median, and mode of the grouped data.Determine the variance and the standard deviation of the grouped data.

      3 Use the frequency distribution table you prepared in Problem 6 of Section 2.3 to do the following:Determine the mean, median, and mode of the grouped data.Determine the variance and the standard deviation of the grouped data.

      4 The following data give the systolic blood pressures of 30 US male adults whose ages are 30–40 years old:113122111119125113123122115115112117121116118116109109112116122109110115109115120122125111Determine the mean, median, and mode of these data.Determine the variance and the standard deviation of these data.Prepare a frequency distribution table for these data.Use the frequency distribution table of part (c) to determine the mean, median, and mode of the grouped data. Compare your results with those in part (a) and comment.Use the frequency distribution table of part (c) to determine the variance and the standard deviation of the grouped data. Compare your results with those in part (b) and comment.

      5 The data below gives the time (in minutes) taken by 36 technicians to complete a small project:555846584946416059415943424044425846585840515949484642435648415456574843Construct a frequency distribution

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