Exam 15: Non-Parametric Tests
Exam 1: Introduction: Statistics--Who Needs Them50 Questions
Exam 2: Types of Data53 Questions
Exam 3: A Picture Is Worth a Thousand Words: Creating and Interpreting Graphics78 Questions
Exam 4: Measures of Central Tendency: Whats so Average About the Mean58 Questions
Exam 5: Variability: the Law of Life53 Questions
Exam 6: Where Am I Normal Distributions and Standard Scores50 Questions
Exam 7: Basic Probability Theory51 Questions
Exam 8: The Central Limit Theorem and Hypothesis Testing46 Questions
Exam 9: The Z-Test52 Questions
Exam 10: The T-Test51 Questions
Exam 11: Analysis of Variance51 Questions
Exam 12: Confidence Intervals and Effect Size: Building a Better Mousetrap56 Questions
Exam 13: Correlation and Regression: Are We Related59 Questions
Exam 14: The Chi-Square Test53 Questions
Exam 15: Non-Parametric Tests58 Questions
Exam 16: Which Test Should I Use and Why50 Questions
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The data below that records the number of inches of snowfall in different parts of the country
Score 22 24 26 47 52 36 44 26 35 59 21
What is the 7th rank?
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(Short Answer)
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Correct Answer:
36
If you have 12 pairs of participants what is your critical value for a two-tailed Wilcoxon Signed-rank test at = .01?
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Correct Answer:
A
A researcher conducted a correlational study. He studied the relationship between individuals' perceptions of their own bodies on a rating scale (higher scores meant most positive self-perception) and their perception of the college (higher scores meant more positive perception of the college). He found a spearman correlation of -.68 and the result is statistically significant. What does this mean?
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(Multiple Choice)
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Correct Answer:
C
The Mann-Whitney U test is a nonparametric method that compares means between two groups
(True/False)
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A researcher hypothesizes that individuals' interest in politics is related to the amount of television they watch. He asks participants to rate on a scale from 1 (not interested at all) to 10 (extremely interested) the extent to which they are interested in politics, and also asks for the amount of television they watch. Below are the data
Interest TV 6 45 5 79 7 110 7 75 9 163 3 60 4 85 1 64 7 80 2 30 8 40 9 90 3 120 5 90 If calculating a spearman correlation, what is the null hypothesis?
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The Wilcoxon signed-rank test should be used in place of its parametric equivalent when the data is non-normal or on an ordinal scale
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Which of the following is not an assumption of parametric tests?
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Consider the following dataset on standardized test scores: 134, 145, 142, 145, 146, 152, 155, 155, 159. There are _______ ties and the score 152 is in the _____ rank.
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Which of the following characteristics would lead you to choose a non-parametric test over a parametric test?
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Nonparametric tests do not necessarily test differences between means .
(True/False)
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The Perception of Competitiveness Scale (PCS) developed by Carter and Weissbrod (2011) is a likert scale. If you assume that the scale is ordinal and are examining its relation to age or some other ranked data, you should…
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How is a Mann-Whitney U test and a Wilcoxon Signed-Rank test different?
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In 2017, Nintendo (a Japanese video game company) released a new console called the Nintendo Switch. Nintendo was interested to see how existing customers with their previous generation console (i.e., the Wii U) rate the new product. Below are data of individuals who rated the first console and now rated the Nintendo Switch. Nintendo decided that given the small sample and ranked data, they would use a Wilcoxon Ranked-Sign test.
Wii U Switch 7 8 5 9 6 7 4 2 8 6 9 10 2 9 4 8 7 9 7 8 What is the critical value for this test, assuming two tails and = .05?
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In a spearman correlation, how do you determine the strength of the correlation coefficient?
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When using nonparametric analyses, you are generally dealing with __________ instead of ___________ and __________.
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Non-parametric tests assume that the data are on a nominal scale
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In which of the following situations should a Wilcoxon signed-rank test be used?
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skewed data is measured on a scale where 0 indicates very little to skew.
(True/False)
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Nonparametric tests do not produce a significance level. Instead, they generate effect sizes.
(True/False)
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