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(12) students were asked their SAT Math scores:
Warm – Up (12) students were asked their SAT Math scores: 600, 650, 505, 520, 800, 480, 740, 540, 630, 590, 400, 550 Construct And Describe the Histogram : HI! I’m SKEWED. …RIGHT? FREQUENCY S.A.T. MATH SCORES
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Hey! I’m Approximately SYMMETRIC. HI! I’m SKEWED to the LEFT
Warm – Up COMPARE these two distributions: Hey! I’m Approximately SYMMETRIC. HI! I’m SKEWED to the LEFT FREQUENCY FREQUENCY S.A.T. MATH SCORES S.A.T. VERBAL SCORES SAT Math scores have a higher center than Verbal scores. They both have equal spread. MATH VERBAL Center: 700 > 600 Unusualness: Nothing Nothing Spread: = 480
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Chapter 5 Describing Distributions Numerically
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I. CENTER MEAN = Average. n = number of observations in data set MEDIAN = Middle. The Median of a distribution is the MIDDLE number after all ‘n’ observations have been ordered from smallest to largest. -If n is odd the Median is the center. -If n is Even the median is the mean of the two center observations. MODE = Most. The observation with the highest Frequency.
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II. MEASURING SPREAD QUARTILES
One way to measure spread of a data set is by the Range = difference between Largest and Smallest observations. But there is a better way… QUARTILES Quartiles are values used to examine the variability or spread of a set of data. There are three Quartiles (After the data set is arranged from smallest to largest): Q1 = The Middle of the First Half of the Data. 25% Q2 = The Middle or Median of the Data. 50% Q3 = The Middle of the Second Half of the % Data.
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Inter-Quartile Range (IQR) = Q3 – Q1
EXAMPLE: 25, 26, 27, 35, 39, 41, 46 Q1 = ? Q2 or Median = ? Q3 = ? 26 35 41 IQR = 15 EXAMPLE: 25, 26, 27, 35, 39, 41, 46, 50 Q1 = ? Q2 or Median = ? Q3 = ? 26.5 37 43.5 IQR = 17 Inter-Quartile Range (IQR) = Q3 – Q1 (The middle 50%)
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Measure of Spread (continued):
The Standard Deviation = s or sx The standard deviation measures the spread of a distribution by examining the average difference (deviation) between each observations and the mean. s2 = Variance
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Find the Standard Deviation for the following data set: 5, 12, 22
The Mean = 13 and n = 3 so…
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PAGE 91: 3-7
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Since the Standard Deviation is the square root of variance then…
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Find the Standard Deviation for the following data set: 4, 5, 5, 7, 9
The Mean = 6 and n = 5 so… Find the Standard Dev. 11.5, 12, 14.1, 25.2, 22, 15.8, 28.3, 47.5, 18
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