MATLAB: An Introduction with Applications
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ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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A sample of n=41n=41 data values randomly collected from a
What is the value of the test statistic? Write your answer rounded to 3 decimal places.
What is the critical value? Write your answer rounded to 3 decimal places.
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- Only 14% of registered voters voted in the last election. Will voter participation increase for the upcoming election? Of the 314 randomly selected registered voters surveyed, 60 of them will vote in the upcoming election. What can be concluded at the αα = 0.10 level of significance? For this study, we should use Select an answer t-test for a population mean z-test for a population proportion The null and alternative hypotheses would be: H0:H0: ? μ p Select an answer ≠ < > = (please enter a decimal) H1:H1: ? p μ Select an answer = ≠ > < (Please enter a decimal) The test statistic ? z t = (please show your answer to 3 decimal places.) The p-value = (Please show your answer to 4 decimal places.) The p-value is ? ≤ > αα Based on this, we should Select an answer accept reject fail to reject the null hypothesis. Thus, the final conclusion is that ... The data suggest the population proportion is not significantly higher than 14% at αα = 0.10, so…arrow_forwardA researcher investigates whether or not a new cold medication affects mental alertness. A standardized test of alertness is normally distributed with μ = 64 and σ = 8. A random sample of n = 16 students are given the new cold medication and are asked to take the standardized test of alertness. For the sample of n = 16 students, the mean score on the test M = 58. Using the 7 steps of hypothesis testing determine if the new cold medication affects mental alertness (i.e., there is a difference in mental alertness with the cold medication) using α = .05 For this problem 5. Do your statistical calculations 6. Make your decisionarrow_forwardA sample of n=19n=19 data values randomly collected from a normally distributed population has variance s2=12.3s2=12.3. We wish to test the null hypothesis H0:σ2=7.6H0:σ2=7.6 against the alternative hypothesis H1:σ2≠7.6H1:σ2≠7.6 at a significance of α=0.10α=0.10. What is the value of the test statistic? Write your answer rounded to 3 decimal places. What are the critical values? Write your answers rounded to 3 decimal places.Lower CV: Upper CV: Do we reject the null hypothesis? We reject the null hypothesis. We fail to reject the null hypothesis.arrow_forward
- A researcher investigates whether or not a new cold medication affects mental alertness. A standardized test of alertness is normally distributed with μ = 64 and σ = 8. A random sample of n = 16 students are given the new cold medication and are asked to take the standardized test of alertness. For the sample of n = 16 students, the mean score on the test M = 58. Using the 7 steps of hypothesis testing determine if the new cold medication affects mental alertness (i.e., there is a difference in mental alertness with the cold medication) using α = .05 For this problem 1. State the hypothesis in words 2. State the statistical hypothesis (H1 and Ho) 3. State the α level = 4. State the decision rule and be sure to include the critical valuearrow_forwardIndependent random samples were selected from two quantitative populations, with sample sizes, means, and variances given below. Population 1 Sample Size 38 45 Sample Mean 9.6 7.3 Sample Variance 10.83 16.49 State the null and alternative hypotheses used to test for a difference in the two population means. О н: (и, - н2) + 0 versus Hа: (и, - и2) %3D 0 О на: (и, - и2) %3D 0 versus H,: (и, — и2) > о О на: (и, - и2) %3D 0 versus Hа: (и, — и2) + 0 О н: (и, — и,) %3D 0 versus H,: (и, — и) о Calculate the necessary test statistic. (Round your answer to two decimal places.) z = 2.77 Calculate the rejection region with a = 0.01. (Round your answers to two decimal places. If the test is one-tailed, enter NONE for the unused region.) z > 2.77 z < 2.77 Draw the appropriate conclusion. O H, is not rejected. There is insufficient evidence to indicate a difference in mean. Ho is not rejected. There is sufficient evidence to indicate a difference in mean. O Ho is rejected. There is insufficient…arrow_forwardResearchers conducted a study to determine whether magnets are effective in treating back pain. The results (higher values indicate larger reductions in pain levels) are shown in the table for the treatment (with magnets) group and the sham (or placebo) group. treatment /sham sample size. / 19 / 16 mean. / 10 / 12 standard deviation /3 / 4 Assume that the two samples are independent simple random samples selected from normally distributed populations, and do not assume that the population standard deviations are equal. Use the critical value method and a 0.01 significance level to test the claim that the treatment mean measure of reduction in back pain is equal to the sham mean measure of reduction in back pain. (Hint: Consider statistictreatment-statisticsham.) Enter the smallest critical value. (Round your answer to nearest thousandth.)arrow_forward
- A sample of n=30n=30 data values randomly collected from a normally distributed population has standard deviation s=1.9s=1.9. We wish to test the null hypothesis H0:σ=2.4H0:σ=2.4 against the alternative hypothesis H1:σ≠2.4H1:σ≠2.4 at a significance of α=0.05α=0.05. What is the value of the test statistic? Write your answer rounded to 3 decimal places. What are the critical values? Write your answers rounded to 3 decimal places.Lower CV: Upper CV:arrow_forwardA company is doing a hypothesis test on the variation of quality from two suppliers. They believe that one of the suppliers has a different variance than the other supplier and would like to perform a hypothesis test to support their claim. Both distributions are normal, and the populations are independent. use a = 0.01 Ho: σ12- σ2 2 HA:0 1 Supplier 1: standard deviation = 3.54, Sample size = 24 Supplier 2: standard deviation = 8, Sample size = 29. The test statistic (rounded to 4 decimal places) is = The p-value (rounded to 4 decimal places) is = O Reject the null hypothesis - there is enough evidence is support a meaningful difference in the variance of the suppliers. O Fail to reject the null hypothesis - there is not enough evidence to support a meaningful difference in the variance of the suppliers.arrow_forwardYou wish to test the following claim (HaHa) at a significance level of α=0.10α=0.10. Ho:μ1=μ2Ho:μ1=μ2 Ha:μ1≠μ2Ha:μ1≠μ2You believe both populations are normally distributed, but you do not know the standard deviations for either. We will assume that the population variances are not equal. You obtain a sample of size n1=17 with a mean of M1=64.6 and a standard deviation of SD1=11.7 from the first population. You obtain a sample of size n2=17 with a mean of M2=53.2 and a standard deviation of SD2=8.9 from the second population.What is the test statistic for this sample? (Report answer accurate to three decimal places.)arrow_forward
- Suppose 26 of 200 tires of brand A failed to last 30000 miles, whereas the corresponding figure for 200 tires of brands B was 32. Test the null hypothesis that there is no difference in the quality of the two kinds of tires at the α=:05 significance level.arrow_forwardA sample of n=40n=40 data values randomly collected from a normally distributed population has variance s2=11.7s2=11.7. We wish to test the null hypothesis H0:σ2=7.1H0:σ2=7.1 against the alternative hypothesis H1:σ2≠7.1H1:σ2≠7.1 at a significance of α=0.01α=0.01. What is the value of the test statistic? Write your answer rounded to 3 decimal places. What are the critical values? Write your answers rounded to 3 decimal places. Lower CV: Upper CV:arrow_forwardConstruct a 95% confidence interval for μ1 - μ2. Two samples are randomly selected from normal populations. The sample statistics are given below. Assume that σ21 = σ22.n1 = 8 n2 = 7x1 = 4.1 x2 = 5.5s1 = 0.76 s2 = 2.51arrow_forward
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