Exam 15: Statistical Evaluation of Data

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A researcher reports a significant correlation using an alpha level of .01.In this situation

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Identify the purpose for a hypothesis test and briefly explain how a hypothesis test accomplishes its purpose.

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The purpose for a hypothesis test is to rule out chance as a plausible explanation for the patterns or relationships that are found in sample data.A typical test accomplishes this goal by first computing a measure of what is reasonable to expect by chance,and then demonstrating that the sample results are more than chance alone can explain.Because it is always possible that research results are simply due to chance,an alpha level is used to identify the maximum probability that the results are simply chance.

What is measured and described by the standard deviation?

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In general,a sample with large variance is more likely to produce a significant result than a sample with small variance.

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If a distribution of numerical scores contains one or two extremely high values,compared to the rest of the scores,which measure of central tendency would produce the most representative value?

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Because measures of split-half reliability are based on only half the items in the test,they tend to underestimate the true reliability of the whole test.Which of the following is an attempt to correct this problem?

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One concern with measuring split-half reliability is that many different correlations are possible depending on how you decide to split the test items in half.

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A researcher is interested in the sleeping habits of students at the local state college.The average number of hours spent sleeping each night for the entire set of students enrolled at the college is an example of a

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Describe the general purpose for descriptive statistical techniques and for inferential statistical techniques.

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In a distribution with a mean of M = 76 and a standard deviation of SD = 7,a score of 91 would be considered an extreme value.

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Which of the following is the definition of variance?

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Statistical techniques that summarize,organize,and simplify data are classified as

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Without some correction,the percentage of agreement between two observers will tend to overestimate the true level of inter-rater reliability.

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If the data in a scatter plot form a nearly perfect circle,the Pearson correlation would be approximately

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In general,a correlation obtained from a large sample is more likely to be significant than a correlation obtained from a small sample.

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A Type I error means that a researcher has

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Without some correction,measures of inter-rater reliability

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The most commonly used descriptive statistics for a set of numerical scores are

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For a research study comparing the average problem-solving ability for 5-year-old,6-year old,and 7-year-old boys,the appropriate hypothesis test is

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Last year the college basketball team averaged 72 points per game with a standard deviation of 6.In the first game this season,they scored 85 points.Compared to last year,this score is

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