Two-Tailed Hypothesis Tests and CIs. The following relationship holds between hypothesis tests and confidence intervals for one-
- a. Exercise 9.113
- b. Exercise 9.116
9.113 TV Viewing. According to Communications Industry' Forecast & Report, published by Veronis Suhler Stevenson, the average person watched 4.55 hours of television per day in 2005. A random sample of 20 people gave the following number of hours of television watched per day for last year.
At the 10% significance level, do the data provide sufficient evidence to conclude that the amount of television watched per day
last year by the average person differed from that in 2005? (Note: = 4.760 hours and s = 2.297 hours.)
9.116 Apparel and Services. According to the document Consumer Expenditures, a publication of the Bureau of Labor Statistics, the average consumer unit spent $1736 on apparel and services in 2012. That same year, 25 consumer units in the Northeast had the following annual expenditures, in dollars, on apparel and services.
At the 5% significance level, do the data provide sufficient evidence to conclude that the 2012 mean annual expenditure on apparel and services for consumer units in the Northeast differed from the national mean of $17367? (Note: The sample mean and sample standard deviation of the data are $1922.76 and $350 90 respectively.)
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Introductory Statistics (10th Edition)
- HR department wants to make sure that their hiring practices are independent of gender. In other words, they want to ensure that both men and women have an equal chance of being hired. The observed data related to this survey is summarized in the following table: Observed frequency Male Female Total Hired 45 35 Not Hired 32 28 Total Given Ho = “HR department hired male and female employees equally”, decide whether to reject or fail to reject the null hypothesis (α = 0.05).arrow_forwardSolve the problem. When performing a hypothesis test for the ratio of two population variances, the upper critical F value is denoted FR. The lower critical F value, FL, can be found as follows: interchange the degrees of freedom, and then take the reciprocal of the resulting F value found in table A-5. FR can be denoted Fa/2 and FL can be denoted F1-a/2 - Find the critical values FL and FR for a two-tailed hypothesis test based on the following values: n₁ = 4, n₂ = 8, a = 0.05 0.1703, 5.8898 0.1112, 5.0453 0.0684. 5.8898 O 0.1211, 4.3541arrow_forwardFor each of the following three studies Identify whether the hypothesis can be tested experimentally or if it is a non-experimental hypothesis. What is the independent variable/grouping variable (and which is it, IV or GV)? What is the dependent variable? Identify the null hypothesis, both in your own words and by writing the statistical hypothesis using the population parameter notation discussed in class. What is the non-directional alternate hypothesis? Write it both in your own words and the statistical parameter notation discussed in class. (Make sure these both specify the same direction.) Make your best guess about a directional alternative hypothesis – that is, what you would expect to happen in this study. Write it in your own words and using the statistical parameter notation discussed in class. ***Be sure you use the correct label (H0 or H1/Ha) for your statistical hypotheses. Also, if make sure I know what the groups are (in other words, if you use m1 in your…arrow_forward
- A significance level for a hypothesis test is given as α = 0.01 α=0.01 . Interpret this value. The probability of making a Type I error is 0.01. There is a 1% chance that the sample will be biased. The probability of a Type II error is 0.01. The smallest value of α α that you can use and still reject H 0 H0 is 0.01.arrow_forwardMatch each of the following pairs of hypotheses to the name of the hypotheses that would use that specific pair of hypotheses. A. Significance Test on the Population Slope of a Regression LineB. Anova Test on a Completely Randomized DesignC. Hypothesis Test on the Difference Between Two Population MeansD. Hypothesis Test on a Population Mean ValueE. Hypothesis Test on the Difference Between Two Population Proportions. Select (A, B, C, D, E)1. H subscript o colon space mu equals 0H subscript A colon space mu not equal to 0 Select (A, B, C, D, E)2. H subscript o colon space p subscript 1 minus p subscript 2 greater or equal than 0H subscript A colon space p subscript 1 minus p subscript 2 less than 0 Select (A, B, C, D, E)3. H subscript o colon space mu subscript 1 equals mu subscript 2 equals mu subscript 3 equals mu subscript 4H subscript A colon space NOT space H subscript o Select (A, B, C, D, E)4. H subscript o colon space mu subscript 1 minus mu subscript 2 equals 0H subscript A…arrow_forwardUse the following information to answer the question. A researcher is wondering whether the drinking habits of adults in a certain region of the country are in the same proportion as the general population of adults. Suppose a recent study stated that the proportion of adults who reported drinking once a week or less in the last month was 0.26. The null hypothesis for this test is Ho: p = 0.26 and the alternative hypothesis is Hap<0.26. The researcher collected data from 150 surveys he handed out at a busy park located in the region. To continue the study into the drinking habits of adults, the researcher decides to collect data from adults working in "white collar" jobs to see whether their drinking habits are in the same proportion as the general public. The null hypothesis for this test is Ho: p = 0.26 and the alternative hypothesis is Ha: p<0.26. The researcher collected data from a random sample of 120 adults with "white collar" jobs of which 25 stated that they drank once a week…arrow_forward
- Professor Nord stated that the mean score on the final exam from all the years he has been teaching is a 79%. Colby was in his most recent class, and his class’s mean score on the final exam was 82%. Colby decided to run a hypothesis test to determine if the mean score of his class was significantly greater than the mean score of the population. α = .01. What is the null hypothesis in this case? If p = 0.29, should Colby reject or fail to reject the null hypothesis? What should Colby’s statement of conclusion be? (This circles back to what is being tested).arrow_forwardIs there a relationship between confidence intervals and two-tailed hypothesis tests? Let c be the level of confidence used to construct a confidence interval from sample data. Let a be the level of significance for a two-tailed hypothesis test. The following statement applies to hypothesis tests of the mean. For a two-tailed hypothesis test with level of significance a and null hypothesis Họ: H = k, we reject Ho whenever k falls outside the c = 1- a confidence interval for u based on the sample data. When k falls within the c = 1 - a confidence interval, we do not reject Ho.- (A corresponding relationship between confidence intervals and two-tailed hypothesis tests also is valid for other parameters, such as p, u, – H2, or p1 - P2, which we will study in later sections.) Whenever the value of k given in the null hypothesis falls outside the c = 1- a confidence interval for the parameter, we reject Hg. For example, consider a two-tailed hypothesis test with a = 0.01 and Ho: H = 21 Hị:…arrow_forwardA researcher wants to test if reflective journal writing can improve students’ statistical reasoning skills. She will test this on two groups: the control and experimental groups. Reflective journal writing will be administered to the experimental group only. The researcher will test if the mean level of statistical reasoning of the experimental group is higher than that of the control group. State the null and alternative hypothesis of the following situations Then, identify the parameter.arrow_forward
- Suppose we created a 90% confidence interval for B1, and wanted to use it to determine if the linear relationship between X and Ywas positive or negative, or if there was no linear relationship at all. For which ONE of the following 90% confidence intervals would we be most likely to fail to reject a null hypothesis of Ho: B1 = 0 at the 10 % level of significance, and conclude there is no linear relationship between X and Y? If it is not possible to determine this based on the information provided, select the last option. O(-1.02, 1.29) O (1.31, 4.79) O(-1.15, -0.39) It is not possible to determine this based on the information provided.arrow_forwardUse the following information to answer the question. A janitor at a large office building believes that his supply of light bulbs has a defect rate that is different than the defect rate stated by the manufacturer. The janitor's null hypothesis is that the supply of light bulbs has a defect rate of p - 0.09 (the light bulb manufacturer's stated defect rate). Suppose we do a hypothesis test with a significance level of 0.01. Symbolically, the null and alternative hypothesis are as follows: Ho: p = 0.09 and Ha:p > 0.09. The janitor calculates a p-value for the hypothesis test of approximately 0.113. Choose the correct interpretation for the p-value. O The p-value tells us that the true population rate of defective light buibs is approximately 0.113. O The p-value tells us that the probability of concluding that the defect rate is equal to 0.09, when in fact it is greater than 0.09, is approximately 0.113. O The p-value tells us that if the defect rate is 0.113, then the probability that…arrow_forwardUse the following information to answer the question. A researcher is wondering whether the drinking habits of adultsin a certain region of the country are in the same proportion as the general population of adults. Suppose a recent studystated that the proportion of adults who reported drinking once a week or less in the last month was 0.26. The nullhypothesis for this test is H0: p = 0.26 and the alternative hypothesis is Ha: p < 0.26. The researcher collected data from150 surveys he handed out at a busy park located in the region. Check that the conditions hold so that the sampling distribution of the z-statistic will approximately follow thestandard normal distribution. Are the conditions satisfied? If not, choose the condition that is not satisfied. A)No, the researcher did not collect a large enough sample. B)Yes, all the conditions are satisfied. C)No, the population of interest is not large enough to assume independence. D)No, the researcher did not collect a random sample.arrow_forward
- Glencoe Algebra 1, Student Edition, 9780079039897...AlgebraISBN:9780079039897Author:CarterPublisher:McGraw Hill