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Today’s Questions

Today’s Questions. How can we summarize a distribution of scores efficiently using quantitative (as opposed to graphical) methods?. Measures of Central Tendency. Central tendency: most “typical” or common score (a) Mode (b) Median (c) Mean. Measures of Central Tendency.

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Today’s Questions

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  1. Today’s Questions • How can we summarize a distribution of scores efficiently using quantitative (as opposed to graphical) methods?

  2. Measures of Central Tendency • Central tendency: most “typical” or common score (a) Mode (b) Median (c) Mean

  3. Measures of Central Tendency 1. Mode: most frequently occurring score 10, 20, 30, 40, 40, 50, 60 Mode = 40

  4. Measures of Central Tendency 2. Median: the value at which 1/2 of the ordered scores fall above and 1/2 of the scores fall below 1 2 3 4 5 1 2 3 4 Median = 3 Median = 2.5

  5. Measures of Central Tendency x = an individual score N = the number of scores Sigma or = take the sum 3. Mean: The “balancing point” of a set of scores; the average • Note: Equivalent to saying “sum all the scores and divide that sum by the total number of scores”

  6. (-2) (+4) (-2) (– 1) + (– 2) + (– 2) + 1 + 4 = 0 B A C D E 3 4 5 6 7 8 9  (+1)   (-1) 

  7. (– 1) + (– 3) + (– 4) + (– 4) + 2 = –10 B A C D E 3 4 5 6 7 8 9 (-1) (-3) (+2) (- 4) (- 4)

  8. We begin by noting that, when we have found a proper balancing point, the sum of all the mean deviations is 0.00. What we want to do next is solve this equation for M.

  9. We first distribute the summation operation and move one term to the right-hand side.

  10. Next, we note that the sum of a bunch of M’s is simply the number of M’s (N) times M. If we divide both sides by N, we find that the balancing point is equal to the sum of all the scores, divided by the total number of scores.

  11. Measures of Central Tendency Mean = 30/10 = 3

  12. Measures of Central Tendency When the distribution of scores is normal, the mode = median = mean Mean Median Mode

  13. Measures of Central Tendency Mode = 2 Median = 2.5 Mean = 2.7 When scores are positively skewed, mean is dragged in direction of skew and mode < median < mean When scores are negatively skewed, mean is dragged in direction of skew and mode > median > mean

  14. Measures of Central Tendency • The most commonly used measure of central tendency is the mean • Why? • It uses all the information in the scores • Can be algebraically manipulated with ease

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