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Shapes of Distributions

Shapes of Distributions

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Shapes of Distributions. Frequency Distributions. Ex:. Frequency Polygon. Frequency Polygon. The greater the number of participants, the smoother the polygon shape - Curve. Normal Curve. Normal Curve Aka…Bell Curve, Bell-Shaped Curve, The Curve Shape found often in nature - PowerPoint PPT Presentation

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Page 1: Shapes of Distributions

Shapes of Distributions

Page 2: Shapes of Distributions

Frequency Distributions• Ex: X F

15 1

16 0

17 2

18 5

19 8

20 4

21 3

22 1

N= 24

Page 3: Shapes of Distributions

Frequency Polygon

Page 4: Shapes of Distributions

Frequency Polygon

• The greater the number of participants, the smoother the polygon shape- Curve

Page 5: Shapes of Distributions

Normal CurveNormal Curve

Aka…Bell Curve, Bell-Shaped Curve, The CurveShape found often in natureUsed as the basis for a number of inferential statistics

Page 6: Shapes of Distributions

Normal Distribution Examples

Page 7: Shapes of Distributions

The Measures of Central Tendency and Distribution

When the mean, median, and mode are all at the same point, the center of the distribution, the data is considered to be normally distributed.

Mean, Median, Mode

Page 8: Shapes of Distributions

The Measures of Central Tendency and Distribution

When data is skewed, values have “bunched” up at one end or the other.

With skewed data, the mean, median, and mode are usually all different values.

The distribution of the data can be positively or negatively skewed.

Page 9: Shapes of Distributions

Positive Skew

Page 10: Shapes of Distributions

Negative Skew

Page 11: Shapes of Distributions

Bimodal

Page 12: Shapes of Distributions

Distribution Shapes

Page 13: Shapes of Distributions

Distribution Shapes

Page 14: Shapes of Distributions

p. 19 Chapter 3 # 10

• Frequency Distribution and Percentages• Frequency Polygon based on Percentages• Number of Days Absent from Schools for a

sample of 10th graders• n = 28

Page 15: Shapes of Distributions

Class Interval f %

6 – 13

13 – 20

20 – 27

27 – 34

34 – 41

41 – 48

48 – 55

55 – 62

62 – 69

69 – 76

76 – 83

83 – 90

90 – 97

97 – 104

104 – 111

111 - 118

Page 16: Shapes of Distributions

Class Interval f %

6 – 13 2

13 – 20 3

20 – 27 8

27 – 34 4

34 – 41 3

41 – 48 1

48 – 55 2

55 – 62 1

62 – 69 1

69 – 76 0

76 – 83 1

83 – 90 0

90 – 97 1

97 – 104 0

104 – 111 0

111 - 118 1

Page 17: Shapes of Distributions

Class Interval f %

6 – 13 2 7.1

13 – 20 3 10.7

20 – 27 8 28.6

27 – 34 4 14.3

34 – 41 3 10.7

41 – 48 1 3.6

48 – 55 2 7.1

55 – 62 1 3.6

62 – 69 1 3.6

69 – 76 0 0.0

76 – 83 1 3.6

83 – 90 0 0.0

90 – 97 1 3.6

97 – 104 0 0.0

104 – 111 0 0.0

111 - 118 1 3.6

Page 18: Shapes of Distributions

0-613-20

27-3441-48

55-6269-76

83-90

97-104

111-1180

5

10

15

20

25

30

35

Attendance: Percentages

Attendance

Frequency Polygon w/ Percentages

0-6

118-

120

Page 19: Shapes of Distributions

0-613-20

27-3441-48

55-6269-76

83-90

97-104

111-1180

1

2

3

4

5

6

7

8

9

Attendance: Frequencies

Attendance

0-6

118-

120