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Dahasolnce [82]
2 years ago
4

A research company desires to know the mean consumption of meat per week among people over age 29. A sample of 2092 people over

age 29 was drawn and the mean meet consumption was 2.9 pounds. Assume that the standard deviation is known to be 1.4 pounds. Construct a 95% confidence interval for the mean consumption of meat among people over age 29. Round your answer to one decimal place.
Mathematics
2 answers:
son4ous [18]2 years ago
7 0

Answer:

The 95% confidence interval for the mean consumption of meat among people over age 29 is between 2.8 pounds and 3 pounds.

Step-by-step explanation:

We have that to find our \alpha level, that is the subtraction of 1 by the confidence interval divided by 2. So:

\alpha = \frac{1-0.95}{2} = 0.025

Now, we have to find z in the Ztable as such z has a pvalue of 1-\alpha.

So it is z with a pvalue of 1-0.025 = 0.975, so z = 1.96

Now, find the margin of error M as such

M = z*\frac{\sigma}{\sqrt{n}}

In which \sigma is the standard deviation of the population and n is the size of the sample.

M = 1.96*\frac{1.4}{\sqrt{2092}} = 0.1

The lower end of the interval is the sample mean subtracted by M. So it is 2.9 - 0.1 = 2.8 pounds

The upper end of the interval is the sample mean added to M. So it is 2.9 + 0.1 = 3 pounds.

The 95% confidence interval for the mean consumption of meat among people over age 29 is between 2.8 pounds and 3 pounds.

Lesechka [4]2 years ago
7 0

Answer:

2.9-1.96\frac{1.4}{\sqrt{2092}}=2.84    

2.9+1.96\frac{1.4}{\sqrt{2092}}=2.96    

The confidence interval is given by 2.84 \leq \mu \leq 2.96

Step-by-step explanation:

Information given

\bar X=2.9 represent the sample mean

\mu population mean

\sigma =1.4 represent the population standard deviation

n=2092 represent the sample size  

Confidence interval

The confidence interval is given by:

\bar X \pm z_{\alpha/2}\frac{\sigma}{\sqrt{n}}   (1)

Since the Confidence interval is 0.95 or 95%, the significance is \alpha=0.05 and \alpha/2 =0.025, and the critical value would be z_{\alpha/2}=1.96

Replacing the info we got:

2.9-1.96\frac{1.4}{\sqrt{2092}}=2.84    

2.9+1.96\frac{1.4}{\sqrt{2092}}=2.96    

The confidence interval is given by 2.84 \leq \mu \leq 2.96

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Step-by-step explanation:

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The heights of a random sample of 50 college students showed a mean of 174.5 centimeters and a standard deviation of 6.9 centime
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Answer:

Step-by-step explanation:

Hello!

For me, the first step to any statistics exercise is to determine what is the variable of interest and it's distribution.

In this example the variable is:

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The option you have is to apply the Central Limit Theorem.

The central limit theorem states that if you have a population with probability function f(X;μ,δ²) from which a random sample of size n is selected. Then the distribution of the sample mean tends to the normal distribution with mean μ and variance δ²/n when the sample size tends to infinity.

As a rule, a sample of size greater than or equal to 30 is considered sufficient to apply the theorem and use the approximation.

The sample size in this exercise is n=50 so we can apply the theorem and approximate the distribution of the sample mean to normal:

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98% CI

1 - α: 0.98

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X[bar] ± Z_{1-\alpha /2} * \frac{S}{\sqrt{n} }

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