2) a) Create a hypothesis for the premise that there is no difference in the two samples. Use the data in #1 to: b) Use the F distribution and the Excel (F-test two sample for variance) function to test the hypothesis. c) Are the populations the same? Why/Why not?
Q: In an effort to counteract student cheating, the professor of a large class created four versions of…
A: a. Formula: Common population variance is obtained by pooling the sample variances given by using…
Q: A chi-square homogeneity test is to be conducted to decide whether a difference exists among the…
A: According to the given information in this question We need to find the degree of freedom of chi…
Q: The homogeneity of variance assumption requires that: A. the sample variance is equal to the…
A: The assumption of homogeneity of variance is that the variance within each of the populations is…
Q: The Null Hypotheses is: H0: μ1 - μ2 = 0 Based on these hypotheses, find the following. Round…
A: The test statistic and P-value value is obtained by using EXCEL. The software procedure is given…
Q: In Question 4 above, we made the assumption that the variances of the two populations were not…
A:
Q: Choose the correct decision and summary based on the above p-value. Reject H0. There is no evidence…
A:
Q: 7) You want to estimate the difference in the average rent (as measured in rent per square foot) of…
A: Two independent samples of average rents of two cites are given, City 1: 25, 28, 23, 16, 40, 28,…
Q: Two samples are drawn from two normal population. From the following data test whether the two…
A:
Q: A movie theater company wants to see if there is a difference in the average movie ticket sales in…
A: The test for the difference between the mean of two sample is tested using the t test for unequal…
Q: Consider that X1, X2, X3, X4, X5 is an independent random sample where Xi follows a normal…
A:
Q: A Hollywood studio believes that a movie that is considered a drama will draw a larger crowd on…
A: Determine the provided sample information:Box office revenue (in millions of dollars)Sample size, n…
Q: (d) Compute and interpret the z-score for each of the six entertainment expenses. (Round z-score…
A: Z = x-μσ (Here in this case consider the estimate of mean and standard deviation)
Q: If between-groups variance is small, then we have not observed experimenter effects.…
A: Followings are the explanation of the question Explanation The ANOVA evaluates whether the group.…
Q: b. Assuming that mpg is normally distributed, calculate the value of the test statistic. (Round…
A:
Q: Jessica hypothesizes that giraffes will look longer at human infants than at adults. In her zoo, she…
A: It is given that Jessica hypothesizes that giraffes will look longer at human infants than at adults…
Q: 28. Which of the following assumptions is least likely required for the difference in means test…
A: From the given information,
Q: Ages of College Students The dean of students wants to see whether there is a significant difference…
A:
Q: A new fuel injection system has been engineered for pickup trucks. The new system and the old system…
A: Given,Claim:- There is a difference in population variance of gasoline consumption for the two…
Q: A Hollywood studio believes that a movie that is considered a drama will draw a larger crowd on…
A: Given ,For drama : n == 16 180 = 50 For comedy : n = 12 130S = 30We have to Calculate a 99%…
Q: For an analysis of variance comparing six treatment means with a separate sample of n = 7…
A: From the provided information, Number of treatment (k) = 6 Number of participants in each treatment…
Q: Random samples of two freshmen, two sophomores, two juniors, and two seniors each from four…
A: ANOVA or Analysis of Variances is one of the most important fields in Statistic. The reason for this…
Q: 32) Which assumption for a one-factor within-subjects analysis of variance is most likely to be 32)…
A: P-value = 0.011 Level of significance = 0.05 P-value < 0.05 we reject the null hypothesis.…
Q: To study the effect of temperature on yield in a chemical process, five batches were produced at…
A: Given that the chemical process depends on the different temperature levels. To test whether there…
Q: Temperature 50°C 60°C 70°C 36 30 29 26 31 34 38 34 34 41 23 36 34 27 37 . Construct an analysis of…
A: Given Enter the given data in excel sheet
Q: Test the claim that the samples come from populations with the same mean. Assume that the…
A: There are 3 independent samples which are brand 1, brand 2 and brand 3. We have to test whether…
Q: Two samples of scores on a survey are as follows: Sample A: 10 7 6 8| 7 19 Sample B: 18310 112 7 25.…
A:
Q: 5 The variance of the sample data is, a 58.773 b 57.061 c 55.400 d 53.786
A:
Q: An agricultural experiment designed to assess differences in yields of corn for four different…
A: Given: Fertilizer A B C D 1 86 88 77 84 2 92 91 81 93 3 75 80 83 79
Q: What is assumed by the homogeneity of variance assumption? Question 11 options: The two samples have…
A: The objective is to derive the assumption under "homogeneity of variance". The homogeneity of…
Q: transect is an archaeological study area that is mile wide and 1 mile long. A site in a transect is…
A: Given : Let x represent the number of sites per transect. In a section of Chaco Canyon, a large…
Q: A researcher takes sample temperatures in Fahrenheit of 20 days from Hartford and 18 days from…
A: The claim is that the men temperature in Hartford is different than the mean temperature in Denver.…
Q: The distribution of a sample of 100 test scores is mound-shaped and symmetrical, with a mean of 50…
A: Answer: From the given data, Sample size (n) = 100 Mean (μ) = 50 Variance (σ2) = 144 Standard…
Q: Test the claim that the samples come from populations with the same mean. Assume that the…
A: The data represents the lifetimes of three different brands of ballpoint pens. State the hypotheses:…
Q: A two-factor, independent-samples design is evaluated using an analysis of variance. The F-ratio for…
A: Given information: A two-factor, independent-samples design is evaluated using an analysis of…
Q: The table below lists pitches in a baseball game for two pitchers and the breakdown of “strikes” and…
A: State the hypotheses. Let p1 denotes the proportion of throwing strikes for Bumgarner. Let p2…
Q: A psychologist would like to know whether the change in seasons has any consistent effect on…
A: Given, sample size, n= 10 d.f.(total)= n-1= 9 k= 4 d.f.(between)= k-1= 3 D.f. (within)= 9-3= 6
Step by step
Solved in 4 steps with 2 images
- A researcher takes sample temperatures in Fahrenheit of 20 days from Minneapolis and 18 days from Cleveland. Use the sample data shown in the table. Test the claim that the mean temperature in Minneapolis is different than the mean temperature in Cleveland. Use a significance level of α=0.01 Assume the populations are approximately normally distributed with unequal variances.Note that list 1 is longer than list 2, so these are 2 independent samples, not matched pairs. Minneapolis Cleveland 70.1 66.1 69.5 65.9 65.7 61 71.7 62.8 62 67.9 75.3 74.5 63.2 69.1 62 72.5 76.9 80.4 71.3 72.7 70.9 70.4 70.5 76.6 65.1 62.2 76.2 66.1 70.3 86 69.5 81 80.2 68.3 74.3 63.3 70.7 64.6 The Null Hypotheses is: H0: μ1 - μ2 = 0 What is the alterative hypothesis? Select the correct symbols for each space. (Note this may view better in full screen mode.)HA: μ1 - μ2 Based on these hypotheses, find the following. Round answers to 4 decimal…X is quarterly Covid-19 cases in an inner city hospital Quarter Quarter Quarter Quarter A C 130 18 90 25 What is the sample mean and variance (in that order)?1. 2. 4. 1. 2. The distribution of a sample of 100 test scores is mound-shaped and symmetrical, with a mean of 50 and a variance of 144. 3. a) b) c) 4. d) 3. a) a) A sample of 200 people were given a test. The distribution of the test scores was mound- shaped and symmetrical with a mean of 100. One person, whose test score was 125, was found to be at the 84th percentile. b) d) Answers: b) Approximately how many scores are equal to or greater than 74? What score corresponds to the 75th percentile? If the lowest and highest scores in this sample are 14 and 89, respectively, what is the range of the scores in standard deviation units? b) Assume that the 100 test scores still have a mean of 50 and a variance of 144, but now have a strongly negatively skewed distribution. At least how many of the scores fall between 32 and 68 in this distribution? What is the Z-score of a person whose test score is 70? Approximately how many people obtained scores greater than 135? Approximately how many…
- The next test is a t-test for unequal variance. Here is the problem: The human resources department at Sue, Grabitt, and Runne also tracks the cost of one-bedroom apartments in two popular neighborhoods, NoBo and SoBo. The general perception of long-time residents is that rents are probably lower in SoBo. They hope to determine whether the average rent for a one-bedroom apartment is lower in SoBo than in NoBo. The results of their survey are shown in Tables 18 and 19: Step 2. Select the Level of Significance, α A 5 percent significance has been selected. Step 3. State the Null Hypothesis (H0) and Alternate Hypothesis (H1) H0: H1: Step 4. Compose the Decision Rule Step 5. Calculate the Value of the Test Statistic, p-value, and estimate statistical power Use G*Power to calculate statistical powerA researcher takes sample temperatures in Fahrenheit of 18 days from Pittsburgh and 16 days from Cleveland. Use the sample data shown in the table. Test the claim that the mean temperature in Pittsburgh greater than the mean temperature in Cleveland. Use a significance level of a = 0.01. Assume the populations are approximately normally distributed with unequal variances. Note that list 1 is longer than list 2, so these are 2 independent samples, not matched pairs. Pittsburgh Cleveland 99 82.1 91.2 60.4 88.1 75.5 91.8 79.5 96 73.3 90.6 57.5 91.5 63.4 69.5 64.1 88.6 78.9 89.2 93 86.2 76.7 83.9 57.5 107.1 58.4 98.5 80.7 82.2 81.4 72.4 55.2 85.2 105.3 The Null Hypotheses is: Ho: µ1 - µ2 = 0 What is the alterative hypothesis? Select the correct symbols for each space. (Note this may view better in full screen mode.) HA: µ1 - µ2 ? v Select an answer Based on these hypotheses, find the following. Round answers to 4 decimal places. Test Statistic = p-value =A Hollywood studio believes that a movie that is considered a drama will draw a larger crowd on average than a movie that is considered a comedy. To test this theory, the studio randomly selects several movies that are classified as dramas and several movies that are classified as comedies and determines the box office revenue for each movie. The results of the survey are as follows. Assume that the population variances are approximately equal. Box Office Revenues (Millions of Dollars) n Drama 10 160 30 Comedy 15 140 10 Copy Data Calculate a 99 % confidence interval for the difference in mean revenue at the box office for drama and comedy movies. Let dramas be Population 1 and comedies be Population 2. Write your answer using interval notation and round the interval endpoints to two decimal places.
- 28.Two surfers and statistics students collected data on the number of days on which surfers surfed in the last month for 30 longboard (L) users and 30 shortboard (S) users. Treat these data as though they were from two independent random samples. Test the hypothesis that the mean days surfed for all longboarders is larger than the mean days surfed for all shortboarders (because longboards can go out in many different surfing conditions). Use a level of significance of 0.05. Longboard: 4,8,8,4,7,7,10,6,8,10,12,11,9,15,11,16,12,9,12,18,19,15,11,15,19,20,9,23,21,23 Shortboard: 6,4,4,6,7,7,8,9,4,7,8,5,9,7,4,15,11,10,13,12,11,14,9,11,12,16,9,20,22,11 Determine the hypotheses for this test. Choose the correct answer below. O A. Ho: PL=Ps O B. Ho: HL Hs O F. Ho: HL> Hs Ha: HL # Hs Ha: HL = Hs Find the test statistic for this test. t= (Round to two decimal places as needed.) Find the p-value for this test. p-value = (Round to three decimal places as needed.) What is the conclusion for this…Test the claim that the samples come from populations with the same mean. Assume that the populations are normally distributed with the same variance. At the 0.025 significance level, test the claim that the four brands have the same mean if the following sample results have been obtained. Brand A Brand B Brand C Brand D 21 24 22 17 20 21 18 25 27 29 35 18 23 25 22 25 26 29 29 21 26 36 37
- A chi-square homogeneity test is to be conducted to decide whether a difference exists among the distributions of a variable of seven populations. The variable has four possible values. What is the degrees of freedom for the x²-statistic? The degrees of freedom is (Simplify your answer.)Which of the following statements are TRUE for Mann-Whitney U test? I. Data is normally distributed II. Can only be used to test two groups III. Converted into ranks IV. No assumption on variances homogeneity a. I, II, III & IV b. II, III & IV c. I, II & III d. II & IIITwo machines are used to package laundry detergent. It is known that weights of boxes are normally distributed. Four boxes from each machine have their contents carefully weighed, with the following results (in grams): Machine 1: 1752 1757 1751 1754 Machine 2: 1756 1750 1752 1746 An engineer wishes to test the null hypothesis that the mean weights of boxes from the two machines are equal. He decides to assume that the population variances are equal, reasoning as follows: The sample variances are s = 7.0) for machine 1 and s for testing for equality of population variances is F3 = s Is = 2.48. The upper 10% point of the F33 distribution is 5.39. Since the null hypothesis specifies that the variances are equal, I determine that the P-value is greater than 2(0.10) = 0.20. Therefore I do not reject the null hypothesis, and I conclude that the variances are equal. = 17.33 for machine 2. The F statistic Has the F test been done correctly? b. Is the conclusion justified? Explain. a.