In: Math
A dietary supplement is promising weight loss in 2 weeks using their product. A sample of 10 people were weighed before starting the supplement and 2 weeks after using the supplement. Using a 5% significance level, is there statistically sufficient evidence to support the claim that there was weight loss after taking the supplement for 2 weeks? Perform an appropriate hypothesis test showing necessary statistical evidence to support your conclusion.
Before | After |
175 | 174 |
186 | 184 |
187 | 187 |
185 | 184 |
171 | 167 |
166 | 168 |
180 | 180 |
164 | 162 |
174 | 175 |
165 | 164 |
CONCLUSION:
The table given below ,
Before(X) | After(Y) | d-=X-Y | di^2 |
175 | 174 | 1 | 1 |
186 | 184 | 2 | 4 |
187 | 187 | 0 | 0 |
185 | 184 | 1 | 1 |
171 | 167 | 4 | 16 |
166 | 168 | -2 | 4 |
180 | 180 | 0 | 0 |
164 | 162 | 2 | 4 |
174 | 175 | -1 | 1 |
165 | 164 | 1 | 1 |
Total | 8 | 32 |
From table ,
Let ,
1) Hypothesis : VS
2) The test statistic is ,
3) Critical value : ; from t-table
4) Decision : Here ,
Therefore , fail to reject the null hypothesis.
5) Conclusion : Hence , there is not sufficient evidence to support the claim that there was weight loss after taking the supplement for 2 weeks.