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1.Use the given degree of confidence and sample data to construct a confidence interval for the population mean, . Assume that the population has a normal distribution.

The amounts (in ounces) of juice in eight randomly selected juice bottles are:

15.2 15.5 15.9 15.5 15.0 15.7 15.0 15.7

Construct a 90% confidence interval for the mean amount of juice in all such bottles.

Responses

A.(15.16, 15.72)


B.(15.21, 15.66)


C.(15.27, 15.61)


D.(15.08, 15.80)


2.Use the given degree of confidence and sample data to construct a confidence interval for the population mean, .

The monthly income of workers at a manufacturing plant are distributed normally. Suppose the mean monthly income is $2,150 and the standard deviation is $250 for a SRS of 18 workers. Find a 99% confidence interval for the mean monthly income for all workers at the plant.​​​​​​​

Responses

A.(2096, 2204)


B.(1842, 2457)


C.(2144, 2155)


D.(1979, 2321)

User Crush
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1 Answer

6 votes

Answer:

To construct a 90% confidence interval for the mean amount of juice in all such bottles, we first need to find the sample mean and sample standard deviation:

Sample mean, x = (15.2 + 15.5 + 15.9 + 15.5 + 15.0 + 15.7 + 15.0 + 15.7)/8 = 15.4375

Sample standard deviation, s = s = sqrt[((15.2-15.4375)^2 + (15.5-15.4375)^2 + (15.9-15.4375)^2 + (15.5-15.4375)^2 + (15.0-15.4375)^2 + (15.7-15.4375)^2 + (15.0-15.4375)^2 + (15.7-15.4375)^2)/7] = 0.339

Using a t-distribution with degrees of freedom (n-1) = 7 and a 90% confidence level, we can find the t-value as 1.895.

The 90% confidence interval can then be calculated as:

x plus or minus (t-value)*(s/sqrt(n))

= 15.4375 plus or minus (1.895)*(0.339/sqrt(8))

= (15.16, 15.72)

Therefore, the answer is A.

To find a 99% confidence interval for the mean monthly income for all workers at the plant, we use the formula:

x plus or minus (z-value)*(σ/sqrt(n))

where x is the sample mean, σ is the population standard deviation, n is the sample size, and z-value is the critical value from the standard normal distribution for a 99% confidence level, which is 2.576.

Plugging in the given values, we get:

x plus or minus (z-value)*(σ/sqrt(n))

= 2150 plus or minus (2.576)*(250/sqrt(18))

= (2096, 2204)

Therefore, the answer is A.

User Marcelo Cantos
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7.5k points