Exam 14: Analysis of Categorical Data

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The test statistic for the Jarque-Bera test for normality does not depend on the:

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A large city is in the process of voting on a bond issue to build a covered sports arena.A local political analyst wishes to determine if the level of income will impact on the decision of the voters.He takes a sample of 350 who plan to vote in the upcoming election. Vote on Bond Issue THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A large city is in the process of voting on a bond issue to build a covered sports arena.A local political analyst wishes to determine if the level of income will impact on the decision of the voters.He takes a sample of 350 who plan to vote in the upcoming election. Vote on Bond Issue    -State the null and alternative hypotheses. -State the null and alternative hypotheses.

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In a goodness-of-fit-test,suppose a sample showed that the observed frequency and expected frequency were equal for each cell i.Then,the null hypothesis is:

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To apply the Wilcoxon rank sum test to determine whether the location of population 1 is different from the location of population 2,the:

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The sign test can be used to perform tests about the median for one population or to compare two population medians.

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In a goodness-of-fit-test,the null hypothesis states that the data has been obtained from a normally distributed population.The researcher estimated the population mean and population standard deviation from a sample of 400 observations.In addition,the researcher used 6 categories to test for normality.Using a 5% level of significance,the critical value for this test is:

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: Three choices of free gifts are offered to 270 persons who subscribed to a new magazine.The number of subscribers choosing each gift is shown in the table below.Assume the null hypothesis that the gifts are equally attractive to the subscribers.Use a 0.01 significance level. THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: Three choices of free gifts are offered to 270 persons who subscribed to a new magazine.The number of subscribers choosing each gift is shown in the table below.Assume the null hypothesis that the gifts are equally attractive to the subscribers.Use a 0.01 significance level.    -What is the conclusion? -What is the conclusion?

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A random sample of 12 working men was asked how many hours of housework they performed each week.Their responses were: THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A random sample of 12 working men was asked how many hours of housework they performed each week.Their responses were:     A random sample of 10 working women was asked the same question.Their responses are listed below.    -In a recent survey,250 respondents were asked how many hours of television they watched each week.In addition,data were collected on the highest level of education attained by the individual.The data are summarized in the table below. Education Level     Can you reject the null hypothesis that there is no association between the level of education and television habits? A random sample of 10 working women was asked the same question.Their responses are listed below. THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A random sample of 12 working men was asked how many hours of housework they performed each week.Their responses were:     A random sample of 10 working women was asked the same question.Their responses are listed below.    -In a recent survey,250 respondents were asked how many hours of television they watched each week.In addition,data were collected on the highest level of education attained by the individual.The data are summarized in the table below. Education Level     Can you reject the null hypothesis that there is no association between the level of education and television habits? -In a recent survey,250 respondents were asked how many hours of television they watched each week.In addition,data were collected on the highest level of education attained by the individual.The data are summarized in the table below. Education Level THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A random sample of 12 working men was asked how many hours of housework they performed each week.Their responses were:     A random sample of 10 working women was asked the same question.Their responses are listed below.    -In a recent survey,250 respondents were asked how many hours of television they watched each week.In addition,data were collected on the highest level of education attained by the individual.The data are summarized in the table below. Education Level     Can you reject the null hypothesis that there is no association between the level of education and television habits? Can you reject the null hypothesis that there is no association between the level of education and television habits?

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A nonparametric method that is equivalent to the Wilcoxon rank sum test is the:

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The z-test approximation to the Wilcoxon rank sum test for two independent samples requires that both sample sizes are at least 10.

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A large department store records the number of returns per day in women's dresses for reasons such as wrong size;husband didn't like it,color,etc.The manager of the women's dresses department recalls from her statistics class in college that the Poisson distribution might describe such events.A random sample of 150 days is taken.The number of returns per day in the sample as well as the observed frequencies is shown in the table below: THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A large department store records the number of returns per day in women's dresses for reasons such as wrong size;husband didn't like it,color,etc.The manager of the women's dresses department recalls from her statistics class in college that the Poisson distribution might describe such events.A random sample of 150 days is taken.The number of returns per day in the sample as well as the observed frequencies is shown in the table below:     She tests the hypothesis that returns per day are Poisson distributed with a population mean equal to 1.90.Her significance level is 0.05 -A random sample of 100 measurements of the resistance of electronic components produced in a period of 1 week was taken.The sample skewness was 0.60 and the sample kurtosis was 3.75.Test the null hypothesis that the population distribution is normal. She tests the hypothesis that returns per day are Poisson distributed with a population mean equal to 1.90.Her significance level is 0.05 -A random sample of 100 measurements of the resistance of electronic components produced in a period of 1 week was taken.The sample skewness was 0.60 and the sample kurtosis was 3.75.Test the null hypothesis that the population distribution is normal.

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A university is considering changing its mascot.In a survey of 150 students,it was found that 89 preferred the new mascot,44 preferred the old mascot,while the remaining had no opinion. -Is there sufficient evidence of student support for the new mascot?

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It is known that for the normal distribution,the population kurtosis is 3.0.

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In order for the chi-square test of independence to be valid,the expected frequency in each cell of the contingency table should be at least 1.

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A goodness-of-fit test features a table that classifies data with respect to two qualitative variables that are each divided into two or more categories;numbers in such a table show the frequency of occurrence of all possible combinations of categories.

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The skewness of a distribution can never be negative.

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In order to examine whether a sample could have come from a given type of population distribution (e.g. ,Poisson or the normal distribution),chi-square analysis involves the comparison of a table of observed frequencies with a table of expected frequencies that has been constructed under the assumption that the null hypothesis is true.

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A chi-square goodness-of-fit-test is to be used to determine if data fit a Poisson distribution.The data is divided into "k" categories.The mean number of occurrences is unknown and must be estimated.The degrees of freedom for this test would be:

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A business statistics professor indicates that students who receive higher than an 80 on the final exam will receive at least a B- in the course.The scores for a random sample of 24 students are listed below. THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A business statistics professor indicates that students who receive higher than an 80 on the final exam will receive at least a B- in the course.The scores for a random sample of 24 students are listed below.    -Is there evidence that the median score is higher than 80? -Is there evidence that the median score is higher than 80?

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THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A study was conducted to determine whether the use of seat belts in vehicles depends on ethnic status in Detroit.A sample of 1,000 people treated for injuries sustained from vehicle accidents was obtained,and each person was classified according to (1)ethnic status (African American or non-African American)and (2)set belt usage (worn or not worn)during the accident.The data are shown in the table below. Ethnic Status THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A study was conducted to determine whether the use of seat belts in vehicles depends on ethnic status in Detroit.A sample of 1,000 people treated for injuries sustained from vehicle accidents was obtained,and each person was classified according to (1)ethnic status (African American or non-African American)and (2)set belt usage (worn or not worn)during the accident.The data are shown in the table below. Ethnic Status    -A recent survey of 192 college students asked whether they participated in extracurricular activities.The following data was collected:     Is there any evidence that student participation is related to year in college? -A recent survey of 192 college students asked whether they participated in extracurricular activities.The following data was collected: THE NEXT QUESTIONS ARE BASED ON THE FOLLOWING INFORMATION: A study was conducted to determine whether the use of seat belts in vehicles depends on ethnic status in Detroit.A sample of 1,000 people treated for injuries sustained from vehicle accidents was obtained,and each person was classified according to (1)ethnic status (African American or non-African American)and (2)set belt usage (worn or not worn)during the accident.The data are shown in the table below. Ethnic Status    -A recent survey of 192 college students asked whether they participated in extracurricular activities.The following data was collected:     Is there any evidence that student participation is related to year in college? Is there any evidence that student participation is related to year in college?

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