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homework from Sixbey's lecture 8 homework
Typology: Exercises
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Lecture 8 Homework (22 points) Newborn babies normally lose between 5% to 7% of their weight in the first week of life. For proper development, it is important to ensure babies quickly gain weight after the initial weight loss. Two leading manufacturers of baby-food are Infamil and Similac. Similac recently came up with a new baby formula and claims that it allows babies to gain weight faster than Infamil’s formula. To test this claim, a pediatrician at Riverside Health Care facility decides to track weight gain between week 1 and week 4 of life for a sample of babies fed with Similac and for a different sample of babies fed with Infamil formulas. The weight gains (in ounces) are recorded in the file “baby_food.csv”. Comparing two populations-> interval data -> central location-> Independent samples -> Test normality of both populations-> if normal -> T test and estimator of the difference of the means for independent samples Babies are fed similac or infamil, but not both. Because its measuring one baby taking one of those medicines, not the same baby taking both. One does not affect another. a. (2 points) What are the point estimates of the average weight gains for babies fed with Infamil and for babies fed with Similac? Xinfamil = 33. Xsimilac = 35. b. (1 points) Does it appear that feeding babies with Similac’s formula leads to a higher weight gain? Briefly explain why or why not. Yes, it appears that babies gain more weight with similac (35.29268 ounces) versus Infamil (33.41463 ounces). This result is based on descriptive statistics. c. (6 points) Test both samples for normality. (a) Identify the hypotheses to be tested, (b) Report p-values for Shapiro-Wilk tests for both samples and (c) state your conclusion as to whether the samples are normally distributed or not. H0: data = normal H1: data /=/ normal Infamil p-value= 0.4889 (vs. 0.05) fail to reject. Data is normal Similac p-value = 0.6677 Fail to reject. Data is normal
d. (6 points, 3 points each) Formulate the null and alternative hypotheses the pediatrician needs to test to statistically confirm or disprove that Similac’s new formula leads to a bigger weight gain than Infamil. H 0 : mean similac <= mean infamil -> mean similac – mean infamil <= 0 H 1 : mean similac > mean infamil -> mean similac – mean infamil > 0 e. (4 points) For the hypotheses formulated above in part (d), find the p-value. p-value = 0. f. (3 points) At 1% significance level can the pediatrician conclude that babies gain more weight when fed with Similac’s formula? Explain why or why not. Reject. The pediatrician can conclude with 99% accuracy that babies gain more weight with similac than with infamail. g. Similac claims their formula leads to a 3 oz greater weight gain than Infamil. What are the null and alternative hypotheses to be tested to see if Similac results in a 3 oz or greater weight gain? H0: mean similac <= mean infamil +3 -> mean similac – mean infamil <= 3 H1: mean similac > mean infamil +3 -> mean similac – mean infamil > 3 h. What is the p-value for this second test? p-value = 0. i. What is the conclusion? Fail to reject. The pediatrician cannot claim that similac results in more ozs than 3 oz weight gain when compared to infamil, rather similac results in 3 oz or less weight gain when compared to infamil