Exam 21: Univariate Statistical Analysis
Exam 1: The Role of Marketing Research70 Questions
Exam 2: Information Systems and Knowledge Management70 Questions
Exam 3: The Marketing Research Process85 Questions
Exam 4: The Human Side of Marketing Research: Organizational and Ethical Issues74 Questions
Exam 5: Problem Definition: Jump-Starting the Research Process75 Questions
Exam 6: Qualitative Research Tools80 Questions
Exam 7: Secondary Data Research in a Digital Age75 Questions
Exam 8: Survey Research: an Overview80 Questions
Exam 9: Survey Research: Basic Methods of Communication With Respondents75 Questions
Exam 10: Observation80 Questions
Exam 11: Experimental Research: An Overview85 Questions
Exam 12: Test Markets and Experimental Design75 Questions
Exam 13: Measurement80 Questions
Exam 14: Attitude Measurement75 Questions
Exam 15: Questionnaire Design85 Questions
Exam 16: Sampling Designs and Sampling Procedures75 Questions
Exam 17: Determination of Sample Size: A Review of Statistical Theory80 Questions
Exam 18: Fieldwork69 Questions
Exam 19: Editing and Coding: Transforming Raw Data Into Information75 Questions
Exam 20: Basic Data Analysis: Descriptive Statistics75 Questions
Exam 21: Univariate Statistical Analysis75 Questions
Exam 22: Bivariate Statistical Analysis: Differences Between Two Variables75 Questions
Exam 23: Bivariate Statistical Analysis: Measures of Association75 Questions
Exam 24: Introducing Multivariate Statistical Analysis80 Questions
Exam 25: Communicating Research Results: Research Report, oral Presentation, and Research Follow-Up70 Questions
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When sample size (n)is larger than ____,the t-distribution and Z-distribution are almost identical.
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(Multiple Choice)
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Correct Answer:
D
A Type I error occurs when you fail to reject the null hypothesis when the alternative hypothesis is true.
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(True/False)
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Correct Answer:
False
Explain the appropriate statistical analysis for the following hypothesis:
H₁: The average household income in zip code 71227 is greater than $50,000.
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(Essay)
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Correct Answer:
This is a univariate hypothesis dealing with one variable: income.Univariate hypotheses are typified by tests comparing some observed sample mean against a benchmark value.The test addresses the question,is the sample mean truly different from the benchmark? The level of scale measurement is ratio scaled,and if the sample size is large,parametric statistical procedures are appropriate.In this case,a univariate t-test is appropriate for testing this hypothesis because in involves an observed mean income against the value of $50,000.
Compare and contrast Type I errors and Type II errors and explain which one is of more concern to researchers.
(Essay)
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Alan is testing a hypothesis and is examining the data to determine whether or not the observed relationship between background music in a store and sales are significantly related.Which of the following will he use to determine the significance level of the results?
(Multiple Choice)
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____________________ is a measure of how much ability exists to find a significant effect using a specific statistical tool and is equal to 1 -b.
(Short Answer)
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You have not made a mistake if the null hypothesis is false,and you decide to reject the null hypothesis.
(True/False)
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In hypothesis testing,the values of t that lie on the boundary of the region of rejection are called the critical values.
(True/False)
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A hypothesis test of a proportion is conceptually similar to hypothesis testing when the mean is the characteristic of interest.
(True/False)
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Another name for an observed or computed significance level is ____________________.
(Short Answer)
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Suppose that a group of 100 consumers are asked to rate how much they liked the taste of a new soft drink on a 5-point scale (where 5 = good taste and 1 = poor taste)and the mean rating was 4.2 with a standard deviation of 1.48.Suppose,further,that the standard error of the mean for this study was 0.15.If you wanted to find the 95 percent confidence interval (two-tailed test),and if the Z-value at the 0.05 level of significance is 1.96,the confidence interval lies between:
(Multiple Choice)
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Compare and contrast parametric statistics and nonparametric statistics.
(Essay)
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Laura has a frequency table with the number of stores in three different categories: stand-alone,shopping center,and mall locations.Which statistical test is appropriate for testing hypothesizes she might have regarding these frequencies?
(Multiple Choice)
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A significance level is a critical probability associated with a statistical hypothesis test that indicates how likely it is that an inference supporting a difference between an observed value and some statistical expectation is true.
(True/False)
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In a brand awareness study of 80 consumers,52 of them were able to identify "Fusion" as a type of Ford automobile.The chi-square value for a test of this brand awareness was approximately:
(Multiple Choice)
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The error caused by failing to reject the null hypothesis when,in fact,the alternative hypothesis is true is called a(n)____________________ error.
(Short Answer)
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A univariate p-test is appropriate for testing hypotheses involving some observed mean against some specified value.
(True/False)
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The t-distribution has a mean of ____ and a standard deviation of ____.
(Multiple Choice)
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The logic behind the chi-square test is to compare the observed frequencies with the expected frequencies in the data set.
(True/False)
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