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The article 鈥淒etermination of Most RepresentativeSubdivision鈥 (J. of Energy Engr., 1993: 43鈥55) gavedata on various characteristics ofsubdivisions that couldbe used in deciding whether to provide electrical powerusing overhead lines or underground lines. Here are thevalues of the variable x=total length of streets within asubdivision:

1280

5320

4390

2100

1240

3060

4770

1050

360

3330

3380

340

1000

960

1320

530

3350

540

3870

1250

2400

960

1120

2120

450

2250

2320

2400

3150

5700

5220

500

1850

2460

5850

2700

2730

1670

100

5770

3150

1890

510

240

396

1419

2109

a. Construct a stem-and-leaf display using the thousandsdigit as the stem and the hundreds digit as theleaf, and comment on the various features of thedisplay.

b. Construct a histogram using class boundaries 0, 1000, 2000, 3000, 4000, 5000, and 6000. What proportion of subdivisions have a total length less than 2000? Between 2000 and 4000? How would you describe the shape of the histogram?

Short Answer

Expert verified

a.

The stem and leaf display is,

b.

The histogram is represented as,

Theproportion ofsubdivisions that have a total length less than 2000 is 0.489.

The proportion of subdivisions that have a total length between 2000 and 4000 is 0.489.

The shape of the histogram is right-skewed.

Step by step solution

01

Given information

Thedata on the total length of streets with a subdivisionis provided.

x represents the total length of streets within a subdivision.

02

Construct a stem and leaf display and state the features

a.

A stem-and-leaf display provides a visual representation of the dataset.

The steps to construct a stem-and-leaf display are as follows,

1) Select the leading digit for the stem and trailing digits for the leaves.

2) Represent the stem digits vertically and similarly the trailing digits corresponding to the stem digits.

3) Mention the units for the display.

The stem and leaf display for the provided scenario is,

The features that can be observed from the above display are,

1)The distribution is positively skewed.

2) There are no outliers present in the data.

03

Given information

Thedata on the total length of streets with a subdivision is provided.

x represents the total length of streets within a subdivision.

04

Construct a histogram and comment on the shape

b.

The size of the sample is 47.

The relative frequency is computed as,

\({\rm{relative frequency }} = \frac{{frequency}}{{Total\;number\;of\;observations}}\)

The table representing the relative frequency is computed as,

Class (x)

frequency

Relative frequency

0-1000

12

0.255

1000-2000

11

0.234

2000-3000

10

0.213

3000-4000

7

0.149

4000-5000

2

0.043

5000-6000

5

0.106

Steps to construct a histogram are,

1) Determine the frequency or the relative frequency.

2) Mark the class boundaries on the horizontal axis.

3) Draw a rectangle on the horizontal axis corresponding to the frequency or relative frequency.

The histogram is represented as,

From the above-represented histogram, the shape of the distribution can be as positively skewed.

05

Compute the proportion

The proportion ofsubdivisions that have a total length less than 2000 is computed as,

\(\begin{aligned}P\left( {x < 2000} \right) &= 0.255 + 0.234\\ &= 0.489\end{aligned}\)

Therefore, the proportion of subdivisions that have a total length less than 2000 is 0.489.

06

Compute the proportion

The proportion ofsubdivisions that have a total length between 2000 and 4000 is computed as,

\(\begin{aligned}P\left( {2000 < x < 4000} \right) &= 0.213 + 0.149\\ &= 0.362\end{aligned}\)

Therefore, therequired proportion is 0.362

From the histogram, it can be observed that the distribution of the given data is skewed to the right.

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32

55

33

49

34


35

6699

36

34469

37

3345

38

9

39

2347

40

23

41


42

4

a. Determine the value of the fourth spread.

b. Are there any outliers in the sample? Any extreme outliers?

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individuals:

16 18 18 26 33 41 54 56 66 68 87 91 95

98 106 109 111 118 127 127 135 145 147 149 151 168

172 183 189 190 200 210 220 229 230 233 238 244 259

294 329 403

a. Construct a stem-and-leaf display based on repeating each stem value twice, and comment on interesting features.

b. Determine the values of the fourths and the fourth spread.

c. Construct a boxplot based on the five-number summary, and comment on its features.

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A sample of 77 individuals working at a particular office wasselected and the noise level (dBA) experienced by each individual was determined, yielding the followingdata (鈥淎cceptable Noise Levels for Construction Site Offices,鈥 Building Serv. Engr. Research and Technology, 2009: 87鈥94).

55.3

55.3

55.3

55.9

55.9

55.9

55.9

56.1

56.1

56.1

56.1

56.1

56.1

56.8

56.8

57.0

57.0

57.0

57.8

57.8

57.8

57.9

57.9

57.9

58.8

58.8

58.8

59.8

59.8

59.8

62.2

62.2

63.8

63.8

63.8

63.9

63.9

63.9

64.7

64.7

64.7

65.1

65.1

65.1

65.3

65.3

65.3

65.3

67.4

67.4

67.4

67.4

68.7

68.7

68.7

68.7

69.0

70.4

70.4

71.2

71.2

71.2

73.0

73.0

73.1

73.1

74.6

74.6

74.6

74.6

79.3

79.3

79.3

79.3

83.0

83.0

83.0

Use various techniques discussed in this chapter to organize, summarize, and describe the data.

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