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Central Tendency 2011, 9, 27
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Today’s Topics What is central tendency? Three central tendency measures –Mode –Median * –Mean *
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Central Tendency is a statistical measure to determine a single score that defines the center of a distribution. ModeMedianMean
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The score or category that has the greatest frequency The score or category that has the greatest frequency Mode: Set of n=20 scores was obtained from a 10-point quiz: 8, 9, 8, 7, 10, 5, 6, 4, 9, 8, 7, 8, 10, 9, 8, 6, 9, 7, 8, 8
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Mode:
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The score that divides a distribution exactly in half The score that divides a distribution exactly in half Exactly 50% of the individuals in a distribution have scores at or below the median. Distribution with odd numbers (n = 5): 11, 5, 10, 8, 3 Distribution w/ even numbers (n = 6): 4, 5, 7, 3, 3, 8 Using Frequency Distribution Table to find the median Median:
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Frequency Distribution Table X, n=20 fP%c% 102.110100 94.202090 87.353570 73.151535 62.11020 51.05510 41.0555
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Adding all observations and then dividing by the number of observation Adding all observations and then dividing by the number of observation Mean = 7.7 Basic Notations for mean: Mean: (mu): Population mean Population parameter (X-bar): Sample mean Sample statistic
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ModeMedianMean In-Class Exercise 5
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Shape and Central Tendency Pos. Skewed Neg. Skewed
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Characteristics of a Mean Exam I: Mean = 88.5 –Change/add/delete a given score, then the mean will change –Add/subtract a constant to each score, then the mean will change by adding (or subtracting) that constant –Multiply (or divide) each score by a constant, then the mean will change by being multiplied by that constant
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Lecture Recap What are central tendency measures for a distribution? –Mode –Median –Mean Central tendency measures and shape of a distribution –When to use mode, median, or mean? Characteristics of a mean
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