MATH 318 Homework 15 Solutions

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MATH 318 Homework 15 Solutions Due: Mon, 03-25-2024 1. (2.5 pts) In each of the following situations, identify the sample as either an SRS (simple random sample), a stratified random sample, a multistage random sample, a systematic random sample, or a voluntary response sample. (a) Five hundred registered voters are considered for jury duty. A table of random numbers is used to select 20 potential jurists. simple random sample (b) Facebook wants more user feedback and thus posts an optional survey on users’ timelines. voluntary response sample (c) A bipartisan committee of US Representatives is needed. First, a random sample of 25 Republicans and 25 Democrats is chosen. Then, random samples of 4 rep- resentatives from each party are chosen. multistage random sample (d) A marketing firm is gathering data on whether customers prefer an ad with a male featured or a female featured. They survey every 10th customer to get a sample of 30 customers. systematic response sample (e) Separate random samples of male and female first-year college students in an introductory psychology course are selected to receive a one-week alternative in- structional method. stratified random sample 2. (3 pts) Explain what is wrong with each of the following sampling procedures, and then explain how the sampling procedure could be improved. (a) To determine the reading level of an introductory statistics textbook, you evalu- ate all the written material in the third chapter. Entire third chapter may not be representative of the entire textbook. Instead, sample a few pages from each chapter. (b) You want to sample student opinions about a proposed change in procedures for changing majors. You hand out questionnaires to 100 students as they arrive for
class at 8:00 AM. Students who attend an early morning class may not be representative of all students. Instead, randomly sample a few students throughout the day. (c) Twenty students are to be used to evaluate a new treatment. Ten men are as- signed to receive the treatment and ten women are assigned to be the controls. Gender would be a confounding variable. Instead, randomly assign both men and women to the treatment and to the control group. 3. Suppose you want to investigate whether or not the expression “an apple a day keeps the doctor away” has any validity. In other words, you want to investigate whether or not eating apples has any health benefit. For each of the following three approaches, identify if the approach is an experiment, an observational study, or an anecdote. (a) (1 pt) You recall that your Uncle Joe loved apples and was never sick a day in his life, while your Uncle Tom despised apples and was often ill. anecdote (b) (1 pt) You take a random sample of individuals, identify who does and does not eat apples regularly, and then follow them for 6 months to see who requires a visit to a doctor and who does not. observational study (c) (1 pt) You take a random sample of individuals, randomly assigning half to eat an apple every day and the other half not to. You then follow them for 6 months to see who requires a visit to the doctor and who does not. experiment (d) (3 pts) Which of these methods is the best for investigating the effect of eating apples on health? For the other methods, why are they not ideal? Experiment is best. The anectode is the worst; we cannot use what happens to one or two people to generalize to the larger population. The observational study may be biased because people who choose to eat apples regularly may also choose other healthy lifestyles that contribute to less visits to the doctor. The experiment uses random allocation in order to remove the human choice from confounding the results. 4. (4.5 pts) A local high school wants to see how many of its students from the class of 2011 went on to graduate college in May of 2015. The high school was able to find addresses for 422 members of the 611 member class. The school sent surveys to these
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