Question

In: Statistics and Probability

Week 10 Assessment Background Researchers are interested in determining if a new diet program is effective...

Week 10 Assessment

Background

Researchers are interested in determining if a new diet program is effective at helping people lose weight. In a pilot study, the researchers collect a random sample of 10 subjects and measure their weight before beginning the diet, then again after one month on the diet program.

Data

The following table summarizes the information collected:

Patient

Weight Before (in lb)

Weight After (in lb)

Difference

(After minus Before)

Subject #1

207

202

-5

Subject #2

179

180

1

Subject #3

172

172

0

Subject #4

180

181

1

Subject #5

197

196

-1

Subject #6

195

193

-2

Subject #7

182

184

2

Subject #8

168

166

-2

Subject #9

157

157

0

Subject #10

174

173

-1

Mean

181.1

183.4

-0.7

Standard Deviation

14.9

14.0

2.0

NOTE: A positive difference means that the patient’s weight after the program was actually higher than their weight before the program.

Problems

Problem 1. (2 points) Based on an analysis of the information in the table, do you feel that this study provides convincing evidence that the diet is, on average, helping patients lose weight? Explain why or why not.

Problem 2. Weight loss occurs when the difference between ending weight and starting weight is negative. To determine if a weight loss has occurred, we could conduct a hypothesis test to see if the average difference is negative, using a 5% significance level.

  1. (2 points) State the null and alternative hypotheses.
  2. (2 points) Explain why the t-distribution is a better choice to use than the z-distribution in this situation.
  3. (2 points) Compute the test statistic. For full credit, be sure to show your work.
  4. (2 points) Compute the p-value or the critical value (depending on the method you prefer). Either way, be sure to show your work by drawing a sketch.
  5. (2 points) Using either the p-value or critical value method, make a decision about the null hypothesis.
  6. (1 point) Based on the results of the hypothesis test, is there convincing evidence that this diet is helping patients lose weight?

Problem 3. We now wish to construct a 98% confidence interval for the mean difference between weight after the diet and weight before the diet.

  1. (1 point) What is the best point estimate for the mean difference between weight after the diet and weight before the diet?
  2. (2 points) Find the margin of error. For full credit, be sure to include the margin of error formula.
  3. (2 points) Construct the confidence interval and summarize the interval in words.
  4. (2 points) Does the confidence interval support your conclusion from the hypothesis test in problem 2? Why or why not?

Solutions

Expert Solution


Related Solutions

Part II. Researchers are testing the effects of a new diet program on n = 10...
Part II. Researchers are testing the effects of a new diet program on n = 10 healthy participants. One topic that researchers are interested in are overall attitudes towards dieting. They are interested in knowing if the new diet program will change the participants attitudes towards dieting. Participants rated their attitude about diets before and after the diet program. Participant Before Diet After Diet 1 2 3 4 5 6 7 8 9 10           15 10 7 18 5...
Suppose a new company is interested in promoting their new diet management program. The concept is...
Suppose a new company is interested in promoting their new diet management program. The concept is similar to weight watchers and involves an overall reduction of daily calorie intake. Before making a more direct effort at promoting the success of their program, the company wants to get an idea of how effective their program is based on a SRS. Assume the following table represents results pre and post intervention of 5 individuals varying approximately to a normal distribution. Participant Daily...
Suppose a new company is interested in promoting their new diet management program. The concept is...
Suppose a new company is interested in promoting their new diet management program. The concept is similar to weight watchers and involves an overall reduction of daily calorie intake. Before making a more direct effort at promoting the success of their program, the company wants to get an idea of how effective their program is based on a SRS. Assume the following table represents results pre and post intervention of 5 individuals varying approximately to a normal distribution. Participant Daily...
Researchers were interested in determining whether a new vaccine was better than the existing vaccine at...
Researchers were interested in determining whether a new vaccine was better than the existing vaccine at preventing HPV. This is an example of a a) clinical trial b) field trial c) community trial d) time trial
Researchers were interested in determining a new drug for reducing high blood pressure. They obtained a...
Researchers were interested in determining a new drug for reducing high blood pressure. They obtained a sample of volunteers for the study and randomly divided them into two groups, C and T. A single medical practitioner, Dr. Daring, agreed to help the researchers in this study following a protocol of three steps: (i) The blood pressure of each subject was measured by Dr. Daring; (ii) the new drug was administered to subjects in group T and a placebo to subjects...
Researchers interested in determining if there is a relationship between anxiety and religiosity conducted the following...
Researchers interested in determining if there is a relationship between anxiety and religiosity conducted the following study. Subjects completed a 5 point anxiety item (high score = high anxiety) and also completed a 15 item checklist designed to measure an individual’s degree of religiosity (belief in a particular religion, regular attendance at religious services, etc). A high score indicates greater religiosity. Sample data from 10 subjects are provided below. Can you predict anxiety (y) from religiosity (x)? First determine the...
Researchers are interested in determining if men and women’s hearts tend to be different sizes. In...
Researchers are interested in determining if men and women’s hearts tend to be different sizes. In a sample of 30 males, the mean diameter of the heart was 13.21 cm with a standard deviation of 1.05. Among 32 females, the mean diameter of the heart was found to be 11 cm with a standard deviation of 1.01. Construct a two-sided 95% confidence interval for the difference between the two means, assuming equal variance. Give an interpretation of the confidence interval.
Researchers for an advertising company are interested in determining if people are more likely to spend...
Researchers for an advertising company are interested in determining if people are more likely to spend more money on beer if advertisers put more beer ads on billboards in a neighborhood in Philadelphia. They estimate that 250 people will view their billboard in one week. They determine that the total number of residents in the neighborhood is 600. So, the residents who have not viewed the billboard are in the control group. The researchers determine that those who did view...
Researchers were interested in determining whether there was a difference in crime rates in areas where...
Researchers were interested in determining whether there was a difference in crime rates in areas where there is high youth unemployment vs low youth unemployment. Alpha (level of significance) was set at .05. State the null and alternate hypotheses. What is the independent variable? What is the dependent variable? Complete the table below: Low Youth Unemployment High Youth Unemployment Sample Size Sample Mean Sample Standard Deviation Estimated Standard Error Group Statistics High Youth Unemployment N Mean Std. Deviation Crime rate...
Q1. Researchers were interested in determining whether there were any differences in the tendency to procrastinate...
Q1. Researchers were interested in determining whether there were any differences in the tendency to procrastinate based on birth order, i.e. first, second, or third child born. Using the data in the table below, answer the following questions. State the null and alternate hypotheses. What is the total sample size? Identify the independent and dependent variables What is the test statistic value? What is the p value? What is your conclusion (assume α = .05)? Phrase your conclusion based on...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT