Exam 13: Analyzing Your Data I: an Overview

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The probability of committing a Type I error is the same as the alpha level of a study.

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Stephanie is designing an experiment to investigate the effect of listening to calming music on positive emotions. Even though the usual alpha level is 0.05, Stephanie feels that she wants to adopt more stringent criteria for her study, so she chooses an alpha level of 0.01. This strategy reduces the probability of:

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Stem-and-leaf plots are most suited for displaying data sets that are ___________ while histograms can display data sets that are ________________.

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In Alison's study, the Pearson's r of participants' caffeine consumption (milligrams) and their reaction time (milliseconds) on a computer task is -0.22. This means that…

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The plot below describes the relationship between the time spent in hours watching television per week (y-axis) and the time it takes to run half a mile in minutes (x-axis) in a sample of individuals. The plot below describes the relationship between the time spent in hours watching television per week (y-axis) and the time it takes to run half a mile in minutes (x-axis) in a sample of individuals.    Does the graph illustrate a univariate or bivariate display? What does the graph tell you about the relationship between the two variables? Does the graph illustrate a univariate or bivariate display? What does the graph tell you about the relationship between the two variables?

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Which of the following groups of data can you compute a confidence interval for?

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Which of the following is true when thinking about statistical significance and effect sizes?

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Which of the following is a valid reason for focusing on effect size instead of p values when analyzing your results?

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The data below are from Jason's study measuring how much college students use social media per week (in hours): 0; 0; 3; 3; 7; 7; 7; 11; 12; 15; 15; 18; 21; 23; 23; 28; 30; 31; 31; 35 Display the data in a stem-and-leaf plot and a histogram. List an advantage and disadvantage of using a stem-and-leaf plot.

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State two criticisms of null hypothesis significance testing and a solution to each of the criticisms.

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Define a confidence interval. Describe the relationship between the width of a confidence interval and sample size, and the relationship between p values and sample size.

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Which of the following is true about confidence intervals?

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What is meant for data to be normally distributed?

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Which of the following is true about Type II error of a test?

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Sampling distributions of means will always tend towards a normal distribution with increasing sample size, even if the distribution of the underlying population is bimodal.

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What is a guaranteed outcome of increasing your sample size?

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For sampling distributions, a larger sample size gives a more precise estimate of the mean.

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Which of the following information can you get from inferential statistics that you cannot obtain from descriptive statistics?

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The mode is the most common value in a data set. It is a measure of:

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Which of the following cannot properly display data on interval scales?

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