Question

In: Statistics and Probability

A nutrition laboratory tests 50 ​"reduced sodium" hot​ dogs, finding that the mean sodium content is...

A nutrition laboratory tests 50 ​"reduced sodium" hot​ dogs, finding that the mean sodium content is 307 ​mg, with a standard deviation of 37 mg.

​a) Find a 95​% confidence interval for the mean sodium content of this brand of hot dog.

​b) What assumptions have you made in this​ inference? Are the appropriate conditions​ satisfied?

​c) Explain clearly what your interval means.

Solutions

Expert Solution

Result:

A nutrition laboratory tests 50 ​"reduced sodium" hot​ dogs, finding that the mean sodium content is 307 ​mg, with a standard deviation of 37 mg.

​a) Find a 95​% confidence interval for the mean sodium content of this brand of hot dog.

​ n=50

Mean =307

SD=37

Table value t at 50-1 =49 DF is 2.0096

= ( 296.4847, 317.5153)

Confidence Interval Estimate for the Mean

Data

Sample Standard Deviation

37

Sample Mean

307

Sample Size

50

Confidence Level

95%

Intermediate Calculations

Standard Error of the Mean

5.2326

Degrees of Freedom

49

t Value

2.0096

Interval Half Width

10.5153

Confidence Interval

Interval Lower Limit

296.4847

Interval Upper Limit

317.5153

b) What assumptions have you made in this​ inference? Are the appropriate conditions​ satisfied?

​The samples are random and come from normal population. Since ample size is large( > 30), the appropriate conditions​ satisfied.

c) Explain clearly what your interval means.

We are 95% confident that of mean sodium content of all ​"reduced sodium" hot​ dogs falls in the interval ( 296.4847, 317.5153).


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