1. A high school counselor wants to examine whether the teenage pregnancy rate at her school is different from the rate nationwide. She knows that the rate nationwide is 15 %. She randomly selects 80 female students from her high school. She finds that 9 out of 80 students are either pregnant now or have been pregnant previously.
a. What statistical test should be used to analyze the data?
b. Identify H0
and Ha
for this study
c. Conduct the appropriate analysis
Should H
0be rejected? What should the researcher conclude?
COUN 503 Web Calculator Exercise Scoring Rubric Student Name: Element Pts Comments from Instructor · Attempted to answer all the questions (their answers do not have to be correct in order to receive the credit) · Discussed how they arrived at the answers (process). 8 · Answers were easy to find. · Explanations of how students arrived at the answers (process) were clear. 8 · Identified appropriate statistical procedures. 12 · Attempted to find the web-calculator link. · If a link was broken, students documented the problem. 8 · Students submitted on time. 4 Web Calculator Exercise 1 DUE – MIDNIGHT SUNDAY 4/8/2012 Descriptive Statistics 1. The table below presents data for a sample of people who completed a religious survey. Age Gender Denomination Church Attendance 56 1 7 4 46 2 6 5 49 2 6 5 49 1 1 5 27 2 9 5 51 1 4 2 47 2 2 3 67 1 5 4 49 2 2 6 33 1 12 6 55 2 9 5 40 1 7 5 62 1 8 6 47 2 6 3 56 2 9 5 22 1 10 2 50 2 4 5 51 1 10 6 50 1 7 6 43 1 10 3 In this table, the numbers in the gender, denomination, and church attendance columns represent the following. Gender 1. Male 2. Female Denomination 1. Episcopal 2. Lutheran 3. Methodist 4. Presbyterian 5. Other mainline Protestant 6. Baptist 7. Other Evangelical Protestant 8. Pentecostal 9. Charismatic 10. Non-denominational 11. Catholic 12. Other Church Attendance 1. less than once a month 2. once a month 3. a few times a month 4. once a week 5. twice a week 6. three or more times a week a. What is the mean age of this sample? What is the standard deviation? b. Create a frequency distribution table for denomination. c. What is the percentage of people who identify themselves as Baptist in this sample? d. What is the mode of church attendance? 2. The results of a recent survey indicate that the average new car costs $23,000, with a standard deviation of $3,500. The price of cars is normally distributed. a. What is a Z score for a car with a price of $ 33,000? b. What is a Z score for a car with a price of $30,000? c. At what percentile rank is a car that sold for $30,000? 3. In one elementary school, 200 students are tested on the subject of Math and English. The table below shows the mean and standard deviation for each subject. Mean SD Math 67 9.58 English 78 12.45 One student’s Math score was 70 and the same individual’s English score was 84. On which exam did the student do better? 4. Suppose you administered an anxiety test to a large sample of people and obtained normally distributed scores with a mean of 45 and standard deviation of 4. Do not use web-calculator to answer the following questions. Instead, you need to use the Z distribution table in Appendix A in Jackson’s book. a. If Andrew scored 45 on this test. What is his Z score? b. If Anna scored 30 on this test. What is her Z score? c. If Bill’s Z score was 1.5, what is his real score on this test? d. There are 200 students in a sample. How many of these students will have scores that fall under the score of 41? 5. The table below shows Psychology exam scores, Statistics Exam scores, and IQ scores for a random sample of students. What can you observe in the relationship between IQ and psychology, psychology and statistics, and IQ and statistics? Using a web-calculator, obtain the Pearson’s r and coefficient of determination for the following relationships. a. Between the IQ and psychology scores b. Between the IQ and statistics scores c. Between the psychology scores and statistics scores. Student number IQ Psychology Statistics 101 142 49 49 102 100 30 32 103 103 36 38 104 121 44 41 105 120 35 42 106 115 47 43 107 101 37 35 108 109 45 47 109 111 30 43 110 115 49 46 6. In a study on caffeine and stress, college students indicated how many cups of coffee they drink per day and their current stress level on a scale of 1 to 10. The table shows the survey results. Using a web-calculator, obtain the appropriate correlation coefficients. Number of cups of coffee Stress level 3 5 2 3 4 3 6 9 5 4 1 2 7 10 3 5 Web Calculator Exercise 2 DUE – MIDNIGHT SUNDAY 4/15/2012 Z test & One sample t-test 1. A researcher is interested in whether students who attend private high schools have higher average SAT Scores than students in the general population. A random sample of 90 students at a private high school is tested and and a mean SAT score of 1030 is obtained. The average score for public high school student is 1000 (σ= 200). a. Is this a one- or two tailed test? b. What are H0 and Ha for this study? c. Compute Z obt d. What is the Z critical value (Z cv ) using a 0.05 alpha level? e. Should H0 be rejected? What should the researcher conclude? f. Determine the 95 % confidence interval for the population mean, based on the sample mean. 2. A researcher hypothesized that the pulse rates of long-distance athletes differ from those of other athletes. He believed that the runners’ pulses would be slower. He obtained a random sample of 10 long-distance runners. He measured their resting pulses. Their pulses were 45, 45, 64, 50, 58, 49, 47, 55, 50, 52 beats per minute. The average resting pulse of athletes in the general population is normally distributed with a pulse rate of 60 beats per minute. a. What statistical test should be used to analyze the data? b. Is this a one- or two- tailed test? c. What are H0 and Ha for this study? d. Find tcv from appendix A in Jackson’s text. e. Compute t obt f. Should H0 be rejected? What should the researcher conclude? 3. A researcher hypothesizes that people who listen to music via headphones have greater hearing loss and will thus score lower on a hearing test than those in the general population. On a standard hearing test, the overall mean for the general population is 22.5. The researcher gives this same test to a random sample of 12 individuals who regularly use headphones. Their scores on the test are 15, 14, 20, 20, 25, 22, 21, 19, 16, 17, 21, 22. a. What statistical test should be used to analyze the data? b. Is this a one- or two- tailed test? c. What are H0 and Ha for this study? d. Compute t obt e. Should H0 be rejected? What should the researcher conclude? Web Calculator Exercise 3 DUE – MIDNIGHT SUNDAY 4/22/2012 T test for independent groups and dependent groups (Two-group designs) 4. An LU professor is interested in whether there is a difference between undergraduate students and graduate students in the amount of time spent praying each day. The professor gathers information from random samples of undergraduate and graduate students on the LU campus. The amount of time praying is normally distributed and is measured on an interval/ratio scale. Graduate Undergraduate 15 9 17 11 10 9 13 6 11 5 17 6 a. What statistical test should be used to analyze the data? b. Is this a one- or two tailed test? c. Identify H0 and Ha for this study. d. Conduct the appropriate analysis. Should H0 be rejected? 5. A teacher wants to investigate whether there is a difference between male and female students in the amount of time they spend studying for statistics. The table below shows the amount of time students spend studying statistics each week. The amounts of time spent studying are normally distributed. Male Female 27 25 25 29 19 18 10 23 16 20 17 15 15 19 a. What statistical test should be used to analyze the data? b. Is this a one- or two tailed test? c. Identify H0 and Ha for this study. d. Conduct the appropriate analysis. Should H0 be rejected? 6. A researcher is interested in whether listening to music helps or hinders test-performance. To control for differences in cognitive level, this researcher decides to use a within-participants design. He selects a random sample of participants and has them study different material of equal difficulty in both the music and no music conditions. Participants take a 20-item quiz on the material. The table below shows the scores on the quiz. The study is completely counterbalanced to control for order effects. The scores obtained are measured on an interval-ratio scale and are normally distributed. Music No Music 17 17 16 18 15 17 16 17 18 19 18 18 a. What statistical test should be used to analyze the data? b. Is this a one- or two tailed test? c. Identify H0 and Ha for this study. d. Conduct the appropriate analysis. Should H0 be rejected? What should the researcher conclude? e. Calculate the 95 confidence interval. Web Calculator Exercise 4 DUE – MIDNIGHT SUNDAY 4/29/2012 Non-parametric tests (Chi-square tests, Wilcoxon-rank-sum & Wilcoxon signed-ranks tests) Note: When searching for a web calculator for the Wilcoxon-rank-sum test, please be aware that this test is also called the “Mann-Whitney U test”. This test is used for Ordinal data and for an independent groups design. 1. A high school counselor wants to examine whether the teenage pregnancy rate at her school is different from the rate nationwide. She knows that the rate nationwide is 15 %. She randomly selects 80 female students from her high school. She finds that 9 out of 80 students are either pregnant now or have been pregnant previously. a. What statistical test should be used to analyze the data? b. Identify H0 and Ha for this study c. Conduct the appropriate analysis d. Should H0 be rejected?