In: Statistics and Probability
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.
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).