MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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- You wish to test the following claim (Ha) at a significance level of a = 0.01. Ho: P₁= P2 Ha: P₁ P2 You obtain 69% successes in a sample of size n₁ = 641 from the first population. You obtain 78.7% successes in a sample of size n₂ = 342 from the second population. Round values for X to the nearest whole number. What is the test statistic for this sample? (Round to three decimal places.) test statistic = What is the p-value for this sample? (Round to four decimal places.) p-value =arrow_forwardHere are the summary statistics for randomly selected weights of newborn girls: n =247, x= 32.2 hg, s= 6.8hg . Construct a confidence interval estimate of the mean. Use 90% confidence level. Are these results very different from the confidence interval 31.0 hg < u < 33.2 hg with only 18 sample values, x= 32.1 hg and s=. 2.7 hg ? What is the confidence interval for the population mean u ? _ hg < u< hg _ (round to one decimal places as needed ? Are the results between the two confidence intervals very different ? a. Yes, because the confidence interval limits are not similar. b. No. because the confidence interval limits are similarc. Yes, because one confidence interval does not contain the mean of the other confidence intervald.arrow_forward18% of all college students volunteer their time. Is the percentage of college students who are volunteers smaller for students receiving financial aid? Of the 379 randomly selected students who receive financial aid, 57 of them volunteered their time. What can be concluded at the a = 0.01 level of significance? a. For this study, we should use z-test for a population proportion b. The null and altemative hypotheses would be: Họ: P (please enter a decimal) Hi: P (Please enter a decimal) c. The test statistic zv (please show your answer to 3 decimal places.) d. The p-value = (Please show your answer to 4 decimal places.) e. The p-value is > v f. Based on this, we should fail to reject g. Thus, the final conclusion is that ... a the null hypothesis. O The data suggest the population proportion is not significantly lower than 18% at a = 0.01, so there is sufficient evidence to conclude that the percentage of financial aid recipients who volunteer is equal to 18%. O The data suggest the…arrow_forward
- Is 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_forward9.5 Practice Questions Exercise 09.36 (Population Proportion) 1. 2. Consider the following hypothesis test: Ho: p≥ 0.75 Ha: p < 0.75 A sample of 300 items was selected. Compute the p-value and state your conclusion for each of the following sample results. Use a = 0.05. Round your answers to four decimal places. a. p = 0.68 p-value Conclusion: p-value less than or equal to 0.05, reject Ho b. p = 0.72 p-value Conclusion: p-value greater than 0.05, do not reject ✓ Ho c. p = 0.70 p-value Conclusion: p-value less than or equal to 0.05, reject Ho d. p = 0.77 p-value Conclusion: p-value greater than 0.05, do not reject ✓ Ho Icon Key Question 1 01 2 ► Hint(s) Check My Work Hint(s) Check My Workarrow_forwardTonya wants to estimate what proportion of her school's seniors plan to attend the prom. She interviews an SRS of 50 of the 750 seniors in her school and finds that 36 plan to go to the prom. Which of the following is not one of the conditions that needs to be met in order to construct a confidence interval for the parameter? Large Counts: n(1 – p) = 14 10 Random: The sample is a simple random sample 10% n = 50 is less than 10% of the population size Large Counts: nộ = 36 > 10 Normal/Large Sample: The sample size is large n 50 30. O O O O Oarrow_forward
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- One company recently conducted a survey in which 420 women and 420 men were asked "Are you satisfied with the work of the Minister of Health?". Of these, 155 men and 118 women said they were satisfied with the minister's work. Assume that the experimental design was correct. Questions 1 and 2 cover this survey. 1. Find the upper limit of 95% confidence interval for the difference in the proportion of men and women who are happy with the work of the Minister (let men be group 1). 1. 0.03. 2. 0.09. 3. 0.15. 4. It is not possible to apply a normal approach and therefore we can not calculate the confidence interval. 2. What is the rejection area if it is to be examined whether the proportion of men and women who are satisfied with the job of Prime Minister is different (use a = 0.05)? 1. RejectHO efz 1.96. 2. Reject HO if z> 1.64. 3. RejectHO efz> -1.96 or <1.96. 4. Insufficient information provided to answer this.arrow_forwardBased on a random sample of 100 students at Community College in 95% confidence interval for U the mean age of all students at Community College is 21.2 years to 26.6 years ( 21.2<u<26.6). On the basis of this information decide whether you agree or disagree with each of the following statements explain how you decide. A. According to the confidence interval the mean age of all students at Community College cannot possibly be 23.1 years. B. The 99% confidence interval based on the sample taken above will give a smaller margin of error in the estimate of u. C. If the sample sizes decrease 240 the 95% confidence interval has a larger margin of error than the one obtained abovearrow_forwardLooking at youth depression scores from a general sample of random children in the US, we want to determine if our sample is significantly different than the national average of scores of children with depression in the US. The national average of scores on a measure of depression is 5 points. We have no reason to assume it will be higher or lower than the US national average. The sample: 11 9 12 3 3 4 13 1. What is the null and alternative hypotheses? Do not specify any directionality. 2. What did you discover (using 95% Cl)? Provide an interpretation.arrow_forward
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