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Rejection of a hypothesis using a nonparametric test is less convincing than using an equivalent parametric test since nonparametric tests generally make fewer assumptions.

A) True
B) False

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False

The Wilcoxon rank sum test (Mann-Whitney test)can be used as a test for equality of two population medians.

A) True
B) False

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True

The Mann-Whitney test is analogous to a one-sample t-test comparing a mean with a benchmark.

A) True
B) False

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Rejection of a hypothesis using a nonparametric test is more convincing than using an equivalent parametric test when the data are badly skewed.

A) True
B) False

Correct Answer

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Nonparametric tests can often be used in small samples.

A) True
B) False

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The Friedman test is a nonparametric equivalent to a parametric one-sample t-test comparing a mean with a benchmark.

A) True
B) False

Correct Answer

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Returns on an investor's stock portfolio (n = 19 stocks) are compared for the same stock in each of two consecutive quarters.Since the returns are not normally distributed (normality test p-values were .005 and .126 respectively) ,a nonparametric test was chosen.The test results are shown below. Returns on an investor's stock portfolio (n = 19 stocks) are compared for the same stock in each of two consecutive quarters.Since the returns are not normally distributed (normality test p-values were .005 and .126 respectively) ,a nonparametric test was chosen.The test results are shown below.   Which is the best conclusion? A)  The returns are correlated neither at α = .05 nor at α = .01. B)  The returns are correlated at α = .05 but not at α = .01. C)  The returns are correlated at α = .01 but not at α = .05. D)  The returns are correlated both at α = .05 and at α = .01. Which is the best conclusion?


A) The returns are correlated neither at α = .05 nor at α = .01.
B) The returns are correlated at α = .05 but not at α = .01.
C) The returns are correlated at α = .01 but not at α = .05.
D) The returns are correlated both at α = .05 and at α = .01.

E) A) and C)
F) C) and D)

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The Wilcoxon signed-rank test is useful to compare one sample median with a benchmark.

A) True
B) False

Correct Answer

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Systolic blood pressure of randomly selected HMO patients was recorded on a particular Wednesday,with the results shown here: Systolic blood pressure of randomly selected HMO patients was recorded on a particular Wednesday,with the results shown here:   The appropriate hypothesis test to compare the medians is: A)  Wilcoxon test. B)  Kruskal-Wallis test. C)  Levene's test. D)  Friedman test. The appropriate hypothesis test to compare the medians is:


A) Wilcoxon test.
B) Kruskal-Wallis test.
C) Levene's test.
D) Friedman test.

E) B) and C)
F) A) and D)

Correct Answer

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The Wilcoxon signed-rank test is an alternative to the one-sample t-test for paired observations.

A) True
B) False

Correct Answer

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Which nonparametric test is analogous to a parametric one-sample t-test for differences in paired data?


A) Wald-Wolfowitz one-sample runs test
B) Wilcoxon signed-rank test
C) Wilcoxon rank sum (Mann-Whitney) test
D) Kruskal-Wallis test

E) C) and D)
F) B) and C)

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The Spearman rank correlation test compares medians of two paired data sets.

A) True
B) False

Correct Answer

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Which is not a characteristic of the Wilcoxon rank sum (Mann-Whitney) test?


A) It can be used as a test for equality of two population medians.
B) It is analogous to a one-sample t-test comparing a mean with a benchmark.
C) It requires independent samples from populations with equal variances.
D) It is similar to one-factor ANOVA when we have c independent samples.

E) A) and B)
F) A) and C)

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Most nonparametric tests assume ordinal data.

A) True
B) False

Correct Answer

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The Friedman test is a nonparametric equivalent to two-factor ANOVA without replication.

A) True
B) False

Correct Answer

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True

Which is not a characteristic of the Kruskal-Wallis test?


A) It is analogous to the parametric one-factor ANOVA.
B) It does not make any assumptions about the populations.
C) It is useful in comparing the medians in c groups.
D) It does not require normal distributions of populations.

E) All of the above
F) A) and C)

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The dean of Oxnard business school wants to know if there is a difference in computer skills in four majors (marketing,finance,operations,accounting) .A 20-question skills test is given to 10 randomly chosen students in each major.Which nonparametric test could be used by the dean to see if there is a difference in computer skills of students in the various majors?


A) Wald-Wolfowitz test
B) Wilcoxon signed-rank test
C) Mann-Whitney test
D) Kruskal-Wallis test

E) B) and D)
F) A) and D)

Correct Answer

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Nonparametric tests generally are more powerful than parametric tests when normality cannot be assumed.

A) True
B) False

Correct Answer

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The one-sample runs test is similar to a test for autocorrelation.

A) True
B) False

Correct Answer

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The Friedman test is often almost as powerful as two-factor ANOVA without replication (randomized block design).

A) True
B) False

Correct Answer

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