Question

In: Statistics and Probability

The annual earnings​ (in dollars) of 35 randomly selected microbiologists are shown in the data table....

  1. The annual earnings​ (in dollars) of 35 randomly selected microbiologists are shown in the data table. Use the data to​ (a) find the sample​ mean, (b) find the sample standard​ deviation, and​ (c) construct a​ 98% confidence interval for the population mean.

100,095

81,395

77,851

68,184

51,784

68,158

94,436

66,446

75,556

78,621

74,185

44,588

86,744

60,998

57,664

55,388

78,844

61,904

47,480

98,368

80,618

93,023

63,344

75,122

51,049

60,873

82,029

91,267

84,094

79,834

63,872

73,989

57,207

46,919

88,912

  1. The monthly incomes for 12 randomly selected​ people, each with a​ bachelor's degree in​ economics, are shown on the right.

4450.37

4596.92

4366.63

4455.04

4151.09

3727.28

4283.49

4527.93

4407.87

3946.46

4023.98

4221.83

(a) Find the sample mean.

(b) Find the sample standard deviation.

c) Construct a 95​%

confidence interval for the population mean

  1. Use technology to construct the confidence intervals for the population variance

and the population standard deviation

Assume the sample is taken from a normally distributed population.

c=0.98

s=38

n=15

  1. Find the confidence interval for the population variance is
  2. Find the confidence interval for the population standard deviation.

1.75

1.86

1.55

1.62

1.78

1.91

1.39

1.53

1.45

2.01

  1. The number of hours of reserve capacity of

10 randomly selected automotive batteries is shown

Assume the sample is taken from a normally distributed population. Construct 90%

confidence intervals for​ (a) the population variance

and​ (b) the population standard deviation.

  1. A magazine includes a report on the energy costs per year for​ 32-inch liquid crystal display​ (LCD) televisions. The article states that

14 randomly selected​ 32-inch LCD televisions have a sample standard deviation of

​$3.83. Assume the sample is taken from a normally distributed population. Construct

95% confidence intervals for​ (a) the population variance

and​ (b) the population standard deviation

  1. The waiting times​ (in minutes) of a random sample of

Sample of 21 people at a bank have a sample standard deviation of

3.4 minutes. Construct a confidence interval for the population variance

and the population standard deviation

Use a 95 %level of confidence. Assume the sample is from a normally distributed population.

Solutions

Expert Solution

n = 35

Let x be the annual earnings (in dollars) of 35 randomly selected microbiologists

x (x - x bar)^2
100095 787979356.7
78621 43520013.18
47480 602409408.6
91267 370291894.4
81395 87815078.74
74185 4669791.341
98368 694004755.4
84094 145684175.8
77851 33953579.38
44588 752735742.2
80618 73856320.36
79834 60995631.4
68184 14745830.4
86744 216677516.8
93023 440956741.1
63872 66455593.12
51784 409658814.4
60998 121573337.6
63344 75342920.8
73989 3861107.101
68158 14946187.96
57664 206210461.6
75122 9597418.121
57207 219544378
94436 502296399.3
55388 276757494.2
51049 439951883.5
46919 630262531.3
66446 31114418.68
78844 46511990.8
60873 124345470.1
88912 285203530.7
75556 12474812.08
61904 102415007.2
82029 100099424.7
Total 2520841 8008919017

a)

Sample mean :

Sample mean = 72024.03

b)

Sample standard deviation :.

s = 15347.85 (Round to 2 decimal)

Sample standard deviation = 15347.85

c)

Confidence level = c = 0.98

alpha = 1 - c = 1 - 0.98 = 0.02

Degrees of freedom = n - 1 = 35 - 1 = 34

98% confidence interval for the population mean is

where tc is t critical value for alpha = 0.02 and df = 34

tc from excel using function:

=TINV(0.02,34)

=2.441 (Round to 3 decimal)

98% confidence interval for the population mean is (65691.44, 78356.62)


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