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Module 1: Measures of Dispersion and Normal Distribution

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    VarianceAnother measure of dispersion is the variance. It is one of the most helpful measures because it assigns more weight to those pieces of data that are farther in value from the mean.
    The formula for variance, abbreviated Var, is:
    Var = frac{sum (x_i-overline{x})^2}{n} ,
    where x_i are the data values, overline{x} is the mean or average, and n is the number of pieces of data.
    Using a chart to organize the information and calculations is extremely helpful when there is a lot of data.
     
    Let's look at an example to see how to find the variance for a set of numbers:
    James was planning a ski trip and was interested in finding out some "cool" information about the venues he might select.
    He discovered the following information:
    Record Single Day SnowfallCrescent, Oregon
    1950
    40.0 inches
    Lyons Falls, New York
    1988
    47.5 inches
    Park City, Utah
    1968
    33.0 inches
    Randolph, New Hampshire
    1969
    49.3 inches
    South Fork, Colorado
    1997
    55.0 inches
    South Lake Tahoe, California
    1958
    45.0 inches
    Vale, South Dakota
    1894
    48.0 inches
    West Yellowstone, Montana
    1962
    24.0 inches
    Whittier, Alaska
    1959
    44.0 inches
     
    Find the variance for this data set.
    1. Find the mean: overline{x} =frac{40+47.5+33+49.3+55+45+48+24+44}{9} = frac{385.8}{9} =42.8overline{666} For convenience, let's round 42.8overline{666} to 42.9
    2. Let's look at the table we will need for the problem: List the data in the left column, the mean in the second column, their difference in the third column and the square of that difference in the last column.
     
    3. To find the variance, find the sum of the values in the last column and then divide by the number of data values.
    text{Var}=frac{sum (x_i-overline{x})^2}{n} = frac{8.41+21.16+98.01+40.96+146.41+4.41+26.01+357.21+1.21}{9}
    =frac{703.79}{9} =78.19overline{888}
    Rounded to the nearest tenth, we get: text{Var} = 78.2