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DESCRIPTIVE STATISTICS
CHAPTER TWO DESCRIPTIVE STATISTICS
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Section 2.1 Frequency Distributions and Their Graphs
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Frequency Distribution
Def: a table that shows classes or intervals of the data entries with a count of the number of entries in each class, f. Frequency Distributions may also include: - Cumulative frequencies, cf. (running total) - Relative frequencies, rf. (% of total) - Class Midpoint (aka Class Mark) (sum of class limits, divided by 2)
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Find (a) class width, (b) class midpoints, and (c) class boundaries
Travel time to work (in minutes) Class Frequency, f 0 – 9 188 10 – 19 372 20 – 29 264 30 – 39 205 40 – 49 83 50 – 59 76 60 – 69 32
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Construct a Frequency Distribution:
Decide on the # of classes to include (between 5 and 20) Find the class width: range of the data divided by the # of classes, round UP if needed. Find the class limits: These are the lower and upper values for each class. Classes cannot overlap! Tally the data to find the frequency, f, for each class.
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Construct a cumulative frequency distribution:
Daily saturated fat intakes (in grams) for a sample of people: 38 32 34 39 40 54 17 29 33 57 25 36 24 42 16 31
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Graphs of frequency distributions:
Frequency Histogram: a bar graph that represents the distribution. 1. Horizontal scale = classes 2. Vertical scale = frequencies of classes 3. Consecutive bars touch - Use class BOUNDARIES on the horizontal scale. Frequency Polygon: a line graph that emphasizes the continuous change in frequencies. (Must start and end at 0 to close the shape)
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Cumulative Frequency graph (OGIVE): a line graph that displays the cumulative frequency of each class at its upper boundary. 1. Horizontal scale: first lower boundary and all upper boundaries of the classes. 2. Vertical scale: frequencies 3. graph goes from 1st lower boundary (cf = 0) to last upper boundary (cf = n)
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Relative Frequency Histogram: has the same shape as a frequency histogram, but uses the RELATIVE frequencies on the vertical axis.
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