Quizzes - MATH302 WK6 Homework

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Jan 9, 2024

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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 1/19 Week 6 Knowledge Check Homework Practice Questio… 1 2 Your work has been saved and submitted Written Dec 19, 2023 7:00 AM - Dec 19, 2023 7:31 AM Attempt 3 of 4 Attempt Score 16 / 20 - 80 % Overall Grade (Highest Attempt) 16 / 20 - 80 % Question 1 1 / 1 point A physician wants to see if there was a difference in the average smokers' daily cigarette consumption after wearing a nicotine patch. The physician set up a study to track daily smoking consumption. In the study, the patients were given a placebo patch that did not contain nicotine for 4 weeks, then a nicotine patch for the following 4 weeks. Test to see if there was a difference in the average smoker's daily cigarette consumption using α = 0.01. The hypotheses are: H 0 : μ D = 0
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 2/19 H 1 : μ D ≠ 0 t-Test: Paired Two Sample for Means Placebo Nicotine Mean 16.75 10.3125 Variance 64.46667 33.29583 Observations 16 16 Pearson Correlation 0.6105 Hypothesized Mean Difference 0 df 15 t Stat 4.0119 P(T<=t) one-tail 0.0006 t Critical one-tail 2.6025 P(T<=t) two-tail 0.0011 t Critical two-tail 2.9467 What is the correct decision? Accept H 0 Do not reject H 0 Reject H 1
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 3/19 Hide ques±on 1 feedback Question 2 1 / 1 point A manager wishes to see if the time (in minutes) it takes for their workers to complete a certain task is faster if they are wearing earbuds. A random sample of 20 workers' times were collected before and after wearing earbuds. Test the claim that the time to complete the task will be faster, i.e. meaning has production increased, at a significance level of α = 0.01 For the context of this problem, μ D = μ before −μ after where the first data set represents before earbuds and the second data set represents the after earbuds. Assume the population is normally distributed. The hypotheses are: H 0 : μ D = 0 H 1 : μ D > 0 You obtain the following sample data: Before After 68 62.3 72.5 61.6 39.3 21.4 67.7 60.4 38.3 47.9 85.9 78.6 67.3 75.1 59.8 48.3 72.1 65 Reject H 0 Accept H 1 The p-value for a two tailed test is 0.0011. This is given to you in the output. No calculations are needed. 0.0011 < .01, Reject Ho, this is significant.
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 4/19 Before After 79 83 61.7 56.8 57.9 44.7 56.8 50.6 71 63.4 80.6 68.9 59.8 33.9 73.1 79 49.9 38.4 59.2 55.4 64.8 55.6 Choose the correct decision, summary and state the p-value. Hide ques±on 2 feedback Do not reject H 0 , there is not enough evidence to support the claim that the time to complete the task has decreased when workers are allowed to wear earbuds at work and the p-value = .0024. Reject H 0 , there is enough evidence to support the claim that the time to complete the task has decreased when workers are allowed to wear earbuds at work and the p-value = .0012 Reject H 0 , there is enough evidence to support the claim that the time to complete the task has decreased when workers are allowed to wear earbuds at work and the p-value = .0024 Do not reject H 0 , there is enough evidence to support the claim that the time to complete the task has decreased when workers are allowed to wear earbuds at work and the p-value = .0012 Copy and paste the data into Excel. Use the Data Analysis Toolpak in Excel. Data - > Data Analysis -> scroll to where is says t:Test: Paired Two Samples for Means -> OK
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 5/19 Question 3 1 / 1 point In a 2-sample z-test for two proportions, you find the following: 1 = 0.32 n 1 =50 2 = 0.36 n 2 =50 Find the test statistic you will use while executing this test. Hide ques±on 3 feedback Variable 1 Range: is Before Variable 2 Range: is After The Hypothesized Mean Difference is 0 and make sure you click Labels in the first row and click OK. You will get an output and this is the p-value you are looking for. P(T<=t) one-tail 0.0012 z = ± 1.64 z = -1.96 z = -0.42 z = 0.34 z = -0.67 p = (16+18)/(50+50) = .34 z =
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 6/19 Question 4 1 / 1 point A researcher took a random sample of 200 new mothers in the United States (Group 1) and found that 16% of them experienced some form of postpartum depression. Another random sample of 200 new mothers in France (Group 2), where mothers receive 16 weeks of paid maternity leave, found that 11% experienced some form of postpartum depression. Can it be concluded that the percent of women in the United States experience more postpartum depression than the percent of women in France? Use α=0.05 . Select the correct alternative hypothesis and decision . Hide ques±on 4 feedback H 1 : p 1 p 2 ; Do not reject the null hypothesis. H 1 : p 1 p 2 ; Reject the null hypothesis. H 1 : p 1 > p 2 ; Do not reject the null hypothesis. H 1 : p 1 > p 2 ; Reject the null hypothesis. H 1 : p 1 < p 2 ; Do not reject the null hypothesis. H 1 : p 1 < p 2 ; Reject the null hypothesis. This is an upper tailed test because because of the keyword more. z = z = 1.463171 Use NORM.S.DIST(1.463171,TRUE) to find the for the lower tailed test. 0.92829, then 1 - 0.92829, this is the p-value you want to use for an upper tailed test.
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 7/19 Question 5 1 / 1 point ___ 0.2262___ (50 %) ___ 0.3738___ (50 %) Hide ques±on 5 feedback Question 6 1 / 1 point A lab technician is tested for her consistency by taking multiple measurements of cholesterol levels from the same blood sample. The target accuracy in the past has been 2.5 or less with a standard deviation of 1.15. If the lab technician takes 16 measurements and the variance of the measurements in the sample is 2.2, does this provide enough evidence A high school is running a campaign against the over-use of technology in teens. The committee running the campaign decides to look at the difference in social media usage between teens and adults. They take a random sample of 200 teens in their city (Group 1) and find that 85% of them use social media, and then take another random sample of 180 adults in their city (Group 2) and find that 55% of them use social media. Find a 90% confidence interval for the difference in proportions. Enter the confidence interval - round to 4 decimal places. < p 1 - p 2 < Z-Critical Value =NORM.S.INV(.95) = 1.645 LL = (.85-.55) - 1.645* UL = (.85-.55) + 1.645*
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 8/19 to reject the claim that the lab technician's accuracy is within the target accuracy? State the null and alternative hypotheses. Hide ques±on 6 feedback Question 7 1 / 1 point The alternative hypothesis is also known as the: Question 8 1 / 1 point The form of the alternative hypothesis can be: Question 9 0 / 1 point H 0 < 2.5 , H 1 : µ ≠ 2.5 H 0 : µ ≥ 2.5, H 1 : µ < 2.5 H 0 : µ 2.5, H 1 : µ > 2.5 H 0 : µ ≠ 2.5, H 1 : µ = 2.5 The hypothesized value is 2.5 and the keyword is less which makes this a lower tailed test. elective hypothesis optional hypothesis null hypothesis research hypothesis two-tailed one-tailed neither one nor two-tailed one or two-tailed
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0&i… 9/19 Suppose that the mean time for a certain car to go from 0 to 60 miles per hour was 7.7 seconds. Suppose that you want to test the claim that the average time to accelerate from 0 to 60 miles per hour is longer than 7.7 seconds. What would you use for the alternative hypothesis? Hide ques±on 9 feedback Question 10 1 / 1 point If a teacher is trying to prove that a new method of teaching economics is more effective than a traditional one, he/she will conduct a: Hide ques±on 10 feedback H 1 : < 7.7 seconds H 1 : = 7.7 seconds H 1 : ≥ 7.7 seconds H 1 : > 7.7 seconds Hypothesized value is 7.7 and this is an upper tailed test because of the keyword longer. one-tailed test, lower tailed test point estimate of the population parameter two-tailed test a one tailed, upper tailed test Upper tailed test because the keyword is more.
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 10/19 Question 11 1 / 1 point You are testing the claim that the mean GPA of night students is different from the mean GPA of day students. You sample 30 night students, and the sample mean GPA is 2.35 with a standard deviation of 0.46. You sample 25 day students, and the sample mean GPA is 2.58 with a standard deviation of 0.47. Test the claim using a 5% level of significance. Assume the sample standard deviations are unequal and that GPAs are normally distributed. Hypotheses: H 0 : μ 1 = μ 2 H 1 : μ 1 μ 2 What is the p-value for this scenario? Round to four decimal places. Make sure you put the 0 in front of the decimal. p-value =___ ___ Answer: 0.0737 Hide ques±on 11 feedback Question 12 1 / 1 point T-Stat = T-stat = -1.82463 To find the p-value use =T.DIST.2T(abs(-1.82463),53)
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 11/19 A new over-the-counter medicine to treat a sore throat is to be tested for effectiveness. The makers of the medicine take two random samples of 25 individuals showing symptoms of a sore throat. Group 1 receives the new medicine and Group 2 receives a placebo. After a few days on the medicine, each group is interviewed and asked how they would rate their comfort level 1-10 (1 being the most uncomfortable and 10 being no discomfort at all). The results are below. Find the 90% confidence interval in the difference of the mean comfort level. Is there sufficient evidence to conclude that the new medicine is effective? Assume the data is normally distributed with unequal variances. (Round answers to 4 decimal places) Make sure you put the 0 in front of the decimal. Average Group 1 = 5.84, SD Group 1 = 2.211334, n1 = 25 Average Group 2 = 3.96, SD Group 2 = 2.35372, n2 = 25 ___< μ 1 - μ 2 <___ ___ Answer for blank # 1: 0.7967 (50 %) Answer for blank # 2: 2.9634 (50 %) Hide ques±on 12 feedback T-Critical Value =T.INV.2T(.10,48) = 1.677224 LL = (5.84 - 3.96) - 1.677224 * UL = (5.84 - 3.96) + 1.677224 *
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 12/19 Question 13 0 / 1 point A new over-the-counter medicine to treat a sore throat is to be tested for effectiveness. The makers of the medicine take two random samples of 25 individuals showing symptoms of a sore throat. Group 1 receives the new medicine and Group 2 receives a placebo. After a few days on the medicine, each group is interviewed and asked how they would rate their comfort level 1-10 (1 being the most uncomfortable and 10 being no discomfort at all). The results are below. Find the 95% confidence interval in the difference of the mean comfort level. Is there sufficient evidence to conclude that the new medicine is effective? Assume the data is normally distributed with unequal variances. (Round answers to 4 decimal places) Make sure you put the 0 in front of the decimal. Average Group 1 = 5.84, SD Group 1 = 2.211334, n1 = 25 Average Group 2 = 3.96, SD Group 2 = 2.35372, n2 = 25 ___< μ 1 - μ 2 <___ ___ Answer for blank # 1: 0.7967 (0.5813, 0.5812) Answer for blank # 2: 2.9634 (3.1787, 3.1788) Hide ques±on 13 feedback T-Critical Value =T.INV.2T(.05,48) = 2.010635 LL = (5.84 - 3.96) - 2.010635 * UL = (5.84 - 3.96) + 2.010635 *
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 13/19 Question 14 1 / 1 point In a random sample of 29 residents living in major cities on the West Coast (Group 1) and 29 residents living in major cities on the East Coast (Group 2), each individual was asked their age. The results can be seen in the table below. The population standard deviation of the age in West Coast cities is known to be 11.2 years and in East Coast cities is known to be 9.3 years. Assume the populations are normally distributed. Run a test at a 0.05 level of significance to test if west coast cities are, on average, older. West Coast (Group 1) East Coast (Group 2) 25 34 47 45 18 37 38 20 30 19 50 26 52 79 61 46 40 29 22 55 34 23 35 35 55 36 60 51 68 41 20 50 33 32 36 38
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 14/19 37 26 42 44 60 19 71 28 54 27 20 18 45 30 52 20 34 22 57 43 64 62 Enter the P -Value - round to 4 decimal places. Make sure you put the 0 in front of the decimal. p-value =___ ___ Answer: 0.0021 Hide ques±on 14 feedback Copy and paste the data into Excel. Use the Data Analysis Toolpak in Excel. Data - > Data Analysis -> scroll to where is says z:Test 2 Samples for Means - > OK Variable 1 Range: highlight West Coast Variable 2 Range: highlight East Coast The Hypothesized Mean Difference is 0. Variable 1 Variance: You are given the population SD you need to take 11.2 2 and use this for the population Variance for Variable 1 and 9.3 2 to find the population Variance for Variable 2.
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 15/19 Question 15 0 / 1 point Which of the following is a requirement that must be true in order to run a t- test over a z-test? Question 16 0 / 1 point In a random sample of 50 Americans five years ago (Group 1), the average credit card debt was $5,798. In a random sample of 50 Americans in the present day (Group 2), the average credit card debt is $6,511. Let the population standard deviation be $1,154 five years ago, and let the current population standard deviation be $1,645. Using a 0.01 level of significance, test if there is a difference in credit card debt today versus five years ago. What are the correct hypotheses for this problem? Make sure you click Labels in the first row and click OK. You will get an output and this is the one tailed p-value you are looking for. 0.0021 The standard deviations for both populations must be known. The standard deviations should come from each sample. If the sample sizes are less than 30, the populations need to be approximately normal. The populations must be approximately normal. H 0 : μ 1 = μ 2 ; H 1 : μ 1 μ 2 H 0 : μ 1 ≤ μ 2 ; H 1 : μ 1 μ 2 H 0 : μ 1 ≠ μ 2 ; H 1 : μ 1 = μ 2 H 0 : μ 1 ≥ μ 2 ; H 1 : μ 1 μ 2 H 0 : μ 1 = μ 2 ; H 1 : μ 1 > μ 2 H 0 : μ 1 < μ 2 ; H 1 : μ 1 = μ 2
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 16/19 Hide ques±on 16 feedback Question 17 1 / 1 point A survey found that the average daily cost to rent a car in Los Angeles is $102.24 and in Las Vegas is $97.35. The data were collected from two random samples of 40 in each of the two cities and the population standard deviations are $5.98 for Los Angeles and $4.21 for Las Vegas. At the 0.05 level of significance, construct a confidence interval for the difference in the means and then decide if there is a significant difference in the rates between the two cities. Let the sample from Los Angeles be Group 1 and the sample from Las Vegas be Group 2. Confidence Interval (round to 4 decimal places): ___< μ 1 - μ 2 <___ ___ Answer for blank # 1: 2.6236 (50 %) Answer for blank # 2: 7.1564 (50 %) Hide ques±on 17 feedback This is a two tailed test because of the keyword difference. Z-Critical Value = NORM.S.INV(.975) = 1.96 LL = (102.24 - 97.35) - 1.96 * UL = (102.24 - 97.35) + 1.96 *
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 17/19 Question 18 1 / 1 point Match the symbol with the correct phrase. µ Hide ques±on 18 feedback Question 19 1 / 1 point The plant-breeding department at a major university developed a new hybrid boysenberry plant called Stumptown Berry. Based on research data, the claim is made that from the time shoots are planted 90 days on average are required to obtain the first berry. A corporation that is interested in marketing the product, tests 60 shoots by planting them and recording the number of days before each plant produces its first berry. The sample mean is 92.3 days. The corporation will not market the product if the mean number of days is more than the 90 days claimed. The hypotheses are: H 0 :μ = 90 H 1 :μ > 90 significance level confidence level parameter power P(Type II Error) This is a parameter of the population average.
12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 18/19 What is a type I error in the context of this problem? Question 20 1 / 1 point A student is interested in becoming an actuary. They know that becoming an actuary takes a lot of schooling and will have to take out student loans. They want to make sure the starting salary will be higher than $55,000/year. They randomly sample 30 starting salaries for actuaries and find a p-value of 0.0392. Use α = 0.05. Should the student pursue an actuary career? Hide ques±on 20 feedback Done The corporation will not market the Stumptown Berry even though the berry does produce fruit within the 90 days. The corporation will market the Stumptown Berry even though the berry does produce fruit in more than 90 days. The corporation will not market the Stumptown Berry even though the berry does produce fruit in more than 90 days. The corporation will market the Stumptown Berry even though the berry does produce fruit within the 90 days. No, since we reject the claim. Yes, since we reject the claim. No, since we reject the null hypothesis. Yes, since we reject the null hypothesis. Yes, the p-value is < .05 and we Reject Ho and this is significant.
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12/19/23, 1:48 PM Kimberly Mioducki - MATH302 I010 Fall 2023 - APEI https://myclassroom.apus.edu/d2l/lms/quizzing/user/attempt/quiz_start_frame_auto.d2l?ou=139305&isprv=&qi=260783&cfql=0&dnb=0&fromQB=0… 19/19