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{ Chapter 3 Lesson 9 Z-Scores
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Z-Score- The value z when you take an x value in the data set, subtract the mean from it, then divide by the standard deviation. Raw Data- Data that has not been transformed or statistically manipulated, also called raw scores. Standardized Data- Data that has been transformed into z-scores, also called standardized scores. Vocabulary
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A z-score tells you how many standard deviations the value is away from the mean and on which side of the mean it is on. A positive z-score means the value is bigger than the mean (above) A negative z-score means the value is smaller than the mean (below) A z-score of 3 means that the number is 3 standard deviations above the mean A z-score of -2.25 means that the number is 2.25 standard deviations below the mean What does a Z-score tell you?
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If a data set has mean x and standard deviation s, the mean of the z- scores will be 0, and the standard deviation of the z-scores will be 1. Theorem
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Start with the data value Subtract the mean from the value Divide by the Standard Deviation How to Calculate a Z-Score
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Take the Z-score Multiply it by the Standard Deviation Add the mean How to Calculate Number from Z-score
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Data has a mean of 20 and a standard deviation of 4 What is the z-score of 18? What is the z-score of 24? What is the z-score of 20? Which number has a z-score of 1.5 below the mean? Which number has a z-score of 3 above the mean? Examples
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Consider a population of men with a mean weight of 200 pounds and a standard deviation of 20 pounds, and a population of women with a mean weight of 140 pounds and a standard deviation of 15 pounds. Who is heavier relative to his or her population: a man who weighs 210 pounds of the woman who weighs 150 pounds? (look at the z-scores) Suppose a woman in the population weighs 110 pounds, what would be the equivalent weight of a man in his population? (have same z-score) Example
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Worksheet 3-9 Homework
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