MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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- A researcher wants to know how a video intervention changes COVID vaccine intentions among women. Ten women are randomly assigned to watch a video about COVID vaccines, while another ten are assigned to serve as a control. COVID vaccine intentions are assessed on a scale of 1 to 10, with higher scores indicating greater intent. The video intervention group had a mean score of 8.60 (Ŝ = 1.45), while the control group had a mean score of 6.00 (Ŝ = 2.25). Assume an alpha of .05. First, which test would you be doing? Group of answer choices A. Independent Groups t-test B. Correlated Groups t-test C. One-Sample Z-Test D. One-Sample T-Test What is the null and alternat hypothesis ?arrow_forwardA study was conducted to assess the effects that occur when children are exposed to cocaine before birth. Children were tested at age 4 for object assembly skill, which was described as "a task requiring visual-spatial skills related to mathematical competence." The 182 children born to cocaine users had a mean of 7.4 and a standard deviation of 2.9. The 181 children not exposed to cocaine had a mean score of 8.3 with a standard deviation of 3.1. 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. Let population 1 be children born to cocaine users. The test statistic is The P-value is Test the claim in part (a) by using a confidence interval. The ________% confidence interval estimate is ____<μ1−μ2< ____.arrow_forwardEnergy drinks come in different-sized packages: pouches, small bottles, large bottles, twin-packs, 6-packs, and so on. How is the price related to the amount of beverage? Data collected on a variety of packages revealed a mean size of 140.17 ounces with a standard deviation of 78.23 ounces. The packages had an average price of $3.66 with a standard deviation of $1.50, and the correlation between size and price was r= 0.91. A scatterplot of these data suggested that the assumptions needed for regression were reasonable. a) Interpret the value of r in context. b) Compute the slope of the regression line for predicting the price of an energy drink. Include the proper units in your answer. c) Write the equation for the least-squares regression line for these data. d) If the price was in Euros instead of US dollars, what would be the correlation between size and price? Explain. e) For this model the standard deviation of the residuals was s = 0.26. Explain what that means in context.arrow_forward
- Researchers conducted an experiment to test the effects of alcohol. Errors were recorded in a test of visual and motor skills for a treatment group of 22 people who drank ethanol and another group of 22 people given a placebo. The errors for the treatment group have a standard deviation of 2.30, and the errors for the placebo group have a standard deviation of 0.74. Use a 0.05 significance level to test the claim that the treatment group has errors that vary significantly more than the errors of the placebo group. Assume that the two populations are normally distributed. => Identify the test statistic. (Round to two decimal places as needed.) Use technology to identify the P-value. (Round to three decimal places as needed.) What is the conclusion for this hypothesis test? reject/fail to reject?arrow_forwardThe National Collegiate Athletic Association (NCAA) requires Division I athletes to score at least 813 on the combined mathematics and verbal parts of the SAT exam to compete in their first college year. (Higher scores are required for students with poor high school grades.) In 2012, the scores of the 2.6 million students taking the SATs were approximately Normal with mean 1020 and standard deviation 207. What percent of all students had scores less than 813?arrow_forwardIn a test of the effectiveness of garlic for lowering cholesterol, 36subjects were treated with raw garlic. Cholesterol levels were measured before and after the treatment. The changes (before minus after) in their levels of LDL cholesterol (in mg/dL) have a mean of 0.9and a standard deviation of 2.28. Use a 0.05 significance level to test the claim that with garlic treatment, the mean change in LDL cholesterol is greater than 0.What do the results suggest about the effectiveness of the garlic treatment? Assume that a simple random sample has been selected. Identify the null and alternative hypotheses, test statistic, P-value, and state the final conclusion that addresses the original claim. a) What are the null and alternative hypotheses? b) Determine the test statistic. c) Determine the P-value. d) (reject/do not reject). There is (sufficient/not sufficient) evidence to conclude that the mean of the population of changes are (=, not, >, <) to 0.arrow_forward
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- The Graded Naming Test (GNT) is used when diagnosing cognitive deficits of the sort that can occur after astroke or closed-head injury. The GNT was developed by British researchers and tens of thousands of people inBritain have taken it; the mean score is 20.4 and the standard deviation is 17.5. Canadian researchers suspect thatCanadians (who don’t speak British English) will score lower than the Brits. A sample of 30 Canadians who took theGNT scored 18.73, on average. Identify/calculate the mean and standard deviation of themeans of the samples. Draw and Label the distribution. Identify the critical value(s) for this test, label it (them) on the distribution, shade the rejection region(s). Calculate the test statistic, mark and label it on the comparison distribution.State the hypothesis-testing conclusion, in words in terms of this test.arrow_forwardIn a test of the effectiveness of garlic for lowering cholesterol, 36 subjects were treated with raw garlic. Cholesterol levels were measured before and after the treatment. The changes (before minus after) in their levels of LDL cholesterol (in mg/dL) have a mean of 0.6 and a standard deviation of 1.54. Use a 0.10 significance level to test the claim that with garlic treatment, the mean change in LDL cholesterol is greater than 0. What do the results suggest about the effectiveness of the garlic treatment? Assume that a simple random sample has been selected. Identify the null and alternative hypotheses, test statistic, P-value, and state the final conclusion that addresses the original claim.arrow_forwardAn experiment was conducted on rodents to determine if the drug Haldol influenced the amount of "rough play." Five groups were included in the experiment. Subsequent behavior in terms of mean "rough play" behaviors was recorded. The output and box plot below, display the mean differences from baseline (i.e., after the drug was administered compared to before drug administration). What are the null and alternative hypotheses of this test? Summary of Roughplay differences Scd. Dev. Haldol dese Mean Freq. -.63158419 13.290618 19 Vehicle | 0.025 mg i 0.05 mg/ 1 0.1 mg/k -12.754389 13.783537 0.2 mg/k I 18 1.1481501 20.447041 5.0499951 16.035879 20 19 -20.S5 16.431064 20 Total -5.6631968 1B.558994 96 Analysis of Variance Frob F (p-value) Source SS df KS F Test- Statistic 8999.32832 4 2249.33203 9.63 0.0000 Between groups Within groups 91 260.682623 23722.1178 Tozal 32721.4461 95 344.436275 chif (4) 4.1710 Prob>chiz = 0.303 = Bartlett's test for equal variances: Roeghpiay diferences -50 Ho: 0…arrow_forward
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