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Published byJoseph Lamb Modified over 9 years ago
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1 Finding Sample Variance & Standard Deviation Given: The times, in seconds, required for a sample of students to perform a required task were: Find: a) The sample variance, s 2 6,10,13,11,12,8 b) The sample standard deviation, s Using The Shortcut Formula
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2 x 2 - n -1 Sample variance: s 2 = (x)2n(x)2n x2x2 The Formula - Knowing Its Parts The calculation of a sample statistic requires the use of a formula. In this case, use: s 2 is “s-squared”, the sample variance x 2 is the “sum of squared x’s”, the sum of all squared data x is the “sum of x”, the sum of all data n is the “sample size”, the number of data (Do you have your sample data ready to use?) xx s2s2 n n
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3 x = +++++ 6 (6) 2 810131112 Finding Summations x and x 2 Sample = { 6, 10, 13, 11, 12, 8 } The “shortcut” formula calculates the variance without the value of the mean. The first step is to find the two summations, x and x 2 : x 2 = +++++ (10) 2 (13) 2 (11) 2 (12) 2 (8) 2 = 36 + 634 100 + 169 + 121 + 144 + 64 = 6101311128 (6) 2 (10) 2 (13) 2 (11) 2 (12) 2 (8) 2 = 60
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4 60 6 634 First, find the numerator: Finding the Numerator Previously determined values: x 2 =634, x=60, n=6 x 2 - n -1 s 2 = (x)2n(x)2n = ( ) 2 x 2 - n -1 s2 =s2 = (x)2n(x)2n = ( ) - n -1 = 34 60 6 634
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5 Finding the Answer (a) Lastly, find the denominator and divide. You have the answer! The sample variance is 6.8 Note: Variance has NO unit of measure, it’s a number only x 2 - n -1 s 2 = (x)2n(x)2n x 2 - n -1 s 2 = (x)2n(x)2n = 6 -1 34 = 5 = 6.8
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6 Finding the Standard Deviation (b) The standard deviation is the square root of variance: s = s 2 Therefore, the standard deviation is: s = s 2 = 6.8 = 2.60768 = The standard deviation of the times is 2.6 seconds Note: The unit of measure for the standard deviation is the unit of the data 2.6
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