Question

In: Statistics and Probability

1. How much does a sleeping bag cost? Let's say you want a sleeping bag that...

1.

How much does a sleeping bag cost? Let's say you want a sleeping bag that should keep you warm in temperatures from 20°F to 45°F. A random sample of prices ($) for sleeping bags in this temperature range is given below. Assume that the population of x values has an approximately normal distribution.

70 55 85 75 70 35 30 23 100 110
105 95 105 60 110 120 95 90 60 70

(a) Use a calculator with mean and sample standard deviation keys to find the sample mean price x and sample standard deviation s. (Round your answers to two decimal places.)

x = $
s = $


(b) Using the given data as representative of the population of prices of all summer sleeping bags, find a 90% confidence interval for the mean price μ of all summer sleeping bags. (Round your answers to two decimal places.)

lower limit     $
upper limit     $

Solutions

Expert Solution

(a) Use a calculator with mean and sample standard deviation keys to find the sample mean price x and sample standard deviation s. (Round your answers to two decimal places.)

The sample size is n = 20. The provided sample data along with the data required to compute the sample mean and sample variance are shown in the table below:

X X2
70 4900
55 3025
85 7225
75 5625
70 4900
35 1225
30 900
23 529
100 10000
110 12100
105 11025
95 9025
105 11025
60 3600
110 12100
120 14400
95 9025
90 8100
60 3600
70 4900
Sum = 1563 137229

The sample mean is computed as follows:

Also, the sample variance is

Therefore, the sample standard deviation s is

(b) Using the given data as representative of the population of prices of all summer sleeping bags, find a 90% confidence interval for the mean price μ of all summer sleeping bags. (Round your answers to two decimal places.)

The provided sample mean is 78.15 and the sample standard deviation is s = 28.173. The size of the sample is n = 20 and the required confidence level is 90%.

The number of degrees of freedom are df = 20 - 1 = 19, and the significance level is α=0.1.

Based on the provided information, the critical t-value for α=0.1 and df = 19 degrees of freedom is t_c = 1.729

The 90% confidence for the population mean \muμ is computed using the following expression

Therefore, based on the information provided, the 90 % confidence for the population mean is

which completes the calculation.


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