Question
A pharmaceutical brand has launched a new product for expectant mothers called For-Mum Vitamin . The claimed benefit of this new product is to
A pharmaceutical brand has launched a new product for expectant mothers called "For-Mum Vitamin". The claimed benefit of this new product is to help increase the weight of new-born babies, which in turn is a factor in boosting the survival rate of babies.
The company collected data by taking a random sample of weights (in grams) for 44 new-born babies (born within a week) from a particular large zipcode. The sample was selected such that the mothers were taking the "For-Mum Vitamin". The company also gathered another random sample of weights (in grams) for 44 new-born babies (from the same zipcode during the same week) wherein the mothers were not taking the vitamin. The mothers in the two samples were otherwise comparable on all other aspects (except for moms taking vitamin versus not taking the vitamin).
The data can be found in the table below the questions below:
Show your calculations and logic - and USE EXCEL FORMULAS to solve the following problems where applicable.
(a) Using this data, generate a 90% confidence interval for the mean weight for babies (in grams) whose mom did take the Vitamin. Please report and interpret your estimated confidence interval.
(b)Answer the following questions after doing a hypothesis test to test the company's claim that the average increase in weight of babies for moms who take the vitamins compared to moms who do not take the vitamin is greater than 100 grams.
(i) Please write down the Null and alternate hypothesis for the test.
(ii) Please state the test that you used and report the t-Stat (tcalculated) and the t-cutoff(s) that you will be using from the test.
(iii) Based on the test please write down your conclusion, i.e. do you agree with the claim being made by the company?
Weight of new born babies (in grams) | |
Mom did not take Vitamin | Mom took Vitamin |
3045 | 3673 |
3629 | 2053 |
3519 | 2952 |
1678 | 3864 |
3234 | 3748 |
2158 | 3863 |
3129 | 3476 |
1825 | 2234 |
3647 | 3940 |
2883 | 3963 |
1674 | 2129 |
3787 | 2770 |
1839 | 2776 |
3267 | 1564 |
3094 | 3090 |
1356 | 2470 |
1862 | 2879 |
1902 | 2027 |
2418 | 1947 |
1438 | 2243 |
3378 | 3252 |
2375 | 2556 |
3472 | 2184 |
3091 | 1680 |
1662 | 2661 |
2194 | 3559 |
3565 | 3200 |
1268 | 3183 |
2661 | 1679 |
3196 | 3936 |
2006 | 3232 |
2854 | 1952 |
1213 | 1530 |
2424 | 1807 |
3436 | 3083 |
1487 | 1639 |
1361 | 3946 |
2216 | 1950 |
1656 | 2218 |
2084 | 2549 |
3066 | 1459 |
3386 | 3370 |
3235 | 1899 |
2475 | 2647 |
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