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Math Tech IIII, Feb 17 Measures of Variation Book Sections: 2.4 Essential Questions: How do I compute and use statistical values? What are measures of variation and how can I compute them? Standards: PS.SP.ID.1, .2 What are Measures of Variation? • Values that show how data is spread out with respect to the center. The center value used today is the mean Today’s Measures of Variation When measures of central tendency are just not enough Measure Symbol Calculator Symbol • Range • Variance s2 • Standard Deviation s sx • Mean x x Range • The range (R) is an indication of the spread of a data set, and is computed by: R = highest value – lowest value Example The salaries for the staff of the XYZ Manufacturing Co. are shown in the following table. Find the range of this data. Staff Owner Manager Sales Rep Workers Salary ($) 100,000 40,000 30,000 25,000 15,000 18,000 Variance and Standard Deviation • Statistics that show how dispersed a data set is about its mean. • Variance (s2) • Standard Deviation (s) – the square root of variance. s s 2 Computational Formulas for s2 and s Variance Standard Deviation X (( X ) / n) s n 1 2 2 2 s s 2 Squares and Square Roots, Why? • We find the distance from the mean to every data point, and square it because we don’t want negative values in the computation. That gives us variance. • Finding the square root of variance as standard deviation puts that value, s, into the same units as the raw data. Variance and Standard Deviation Need to Know • Variance (s2) If you have standard deviation and want variance square the standard deviation • Standard Deviation (s) If you have variance and want standard deviation take the square root of the variance • Know this: standard deviation is the square root of variance Examples The variance of a data set is 134.5, what is the standard deviation?: If the standard deviation of a data set was 2.8, about what would be the variance of that set? Calculator Language • s is sx on the calculator. The calculator has no s2, how do I get it. Square s! or [List] [Math] 8 Help Me Mr. Texas The calculator can compute what you need here: How? 1-Var Stats Example 1 Find the sample variance and standard deviation for the following data set: 35, 45, 30, 35, 40, 25 Example 2 Compute the mean and standard deviation of the following data set:: 34, 32, 30, 27, 35, 30, 28, 32, 36, 26 Variability – The Concept • Variability is how spread out a set of data is. • In comparing two data sets to see which one is more variable – compute both standard deviations. The one with the largest s is more spread out and is said to be more variable. • You can sometimes see variability in a data set, but most of the time you can’t. You can always compute and compare s’s. Examples The average daily high temps for January for 10 selected cities is: 50, 37, 29, 54, 30, 61, 47, 38, 34, 61 And their normal monthly precipitation for January is: 48, 26, 15, 18, 18, 33, 51, 11, 18, 25 Which set is more variable? Variability by Sight Which data set is more variable: Variability by Sight Which data set is more variable: (a) Data 101 S1: 34, 32, 30, 27, 35, 30, 28, 32, 36, 26 10 15 20 25 30 35 40 45 50 S2: 15, 47, 11, 32, 30, 51, 26, 46, 16, 36 10 15 20 25 30 35 40 45 50 S3: 34, 32, 30, 27, 35, 30, 28, 32, 36, 26 10 15 20 25 30 35 40 45 50 Data 102 S4: 11, 27, 30, 28, 30, 32, 34, 32, 35, 51 10 15 20 25 30 35 40 45 50 S2: 15, 47, 11, 32, 30, 51, 26, 46, 16, 36 10 15 20 25 30 35 40 45 50 S5: 15, 16, 17, 16, 18, 44, 46, 45, 46, 47 10 15 20 25 30 35 40 45 50 Which set Is More Variable 12, 20, 18, 14, 26, 24, 16, 22, 30, 24 18, 30, 27, 21, 34, 36, 24, 33, 40, 36 Class work: CW 2/17/17 1b, 1-8 Homework: None