Worksheet 7 for Statistical Methods I | MATH 3070, Exams of Data Analysis & Statistical Methods

Material Type: Exam; Class: Statistical Methods I; Subject: MATH Mathematics; University: Tennessee Tech University; Term: Unknown 1989;

Typology: Exams

Pre 2010

Uploaded on 07/30/2009

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MATH 3070: Worksheet No.7
NAME:
1. Answer the following questions regarding the study in Exercise 6.4. (Data file: Chapter 6/ex6-4.csv)
(a) Present a short description of the study and the data, including summary statistics for each
variable.
(b) Present the comparison of the two groups in boxplot, and comment on the data based on the
visualization.
(c) Do the data provide sufficient evidence that rats exposed to a cold environment have a
higher blood pressure than rats exposed to a normal environment? Construct the null and the
alternative hypothesis for the test.
(d) Calculate the test statistic and the p-value of the test.
(e) Choose the significance level, and interpret your findings.
(f) Construct a 95% confidence interval for the difference in the two population means.
2. Answer the following questions regarding the study in Exercise 6.5. (Data file: Chapter 6/ex6-5.csv)
(a) Present a short description of the study and the data, including summary statistics for each
variable.
(b) Present the comparison of the two groups in boxplot. Then comment on the data based on
the visualization.
(c) Do the data provide sufficient evidence to indicate a difference in mean oxygen content
between locations above and below the town? Construct the null and the alternative
hypothesis for the test.
(d) Construct QQ normal plot for each group. Do the normality assumption for the t-test appear
to be valid for this study?
(e) Calculate the test statistic and the p-value of the test.
(f) Choose the significance level, and interpret your findings.
(g) How large is the difference between the mean oxygen content above and below the town?
3. Answer the following questions regarding the study in Exercise 6.16. (Data file: Chapter 6/ex6-
16.csv)
(a) Present a short description of the study and the data, including summary statistics for each
variable.
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MATH 3070: Worksheet No. NAME:

  1. Answer the following questions regarding the study in Exercise 6.4. (Data file: Chapter 6/ex6-4.csv) (a) Present a short description of the study and the data, including summary statistics for each variable. (b) Present the comparison of the two groups in boxplot, and comment on the data based on the visualization. (c) Do the data provide sufficient evidence that rats exposed to a cold environment have a higher blood pressure than rats exposed to a normal environment? Construct the null and the alternative hypothesis for the test. (d) Calculate the test statistic and the p-value of the test. (e) Choose the significance level, and interpret your findings. (f) Construct a 95% confidence interval for the difference in the two population means.
  2. Answer the following questions regarding the study in Exercise 6.5. (Data file: Chapter 6/ex6-5.csv) (a) Present a short description of the study and the data, including summary statistics for each variable. (b) Present the comparison of the two groups in boxplot. Then comment on the data based on the visualization. (c) Do the data provide sufficient evidence to indicate a difference in mean oxygen content between locations above and below the town? Construct the null and the alternative hypothesis for the test. (d) Construct QQ normal plot for each group. Do the normality assumption for the t-test appear to be valid for this study? (e) Calculate the test statistic and the p-value of the test. (f) Choose the significance level, and interpret your findings. (g) How large is the difference between the mean oxygen content above and below the town?
  3. Answer the following questions regarding the study in Exercise 6.16. (Data file: Chapter 6/ex6- 16.csv) (a) Present a short description of the study and the data, including summary statistics for each variable.

(b) Present the comparison of the two groups in boxplot. Then comment on the data based on the visualization. (c) Do the date indicate any difference between female and male managers in the bonus percentage of yearly salary? Construct the null and the alternative hypothesis for the test. (d) Construct QQ normal plot for each group. Is there reason to think the normality assumption for the t-test have been violated? (e) Discuss the choice of general and pooled t-test. (f) Does the conclusion depend on which test is used?

  1. Regarding the study in Exercise 6.9 (Data file: Chapter 6/ex6-9.csv) write a short report concerning the researcher's claim that the mean quantity of lead acetate consumed in the experimental group is greater than that consumed in the control group.
  2. A study of cost for a major surgery (hysterectory) was done in California and Montana. Based on a random sample of 200 patient records from each state, the summary statistics were obtained. Is there significant evidence that California has a higher cost than Montana? State Size Mean S.D. MT 200 6458 250 CA 200 12690 890