Exam 13: Paired and Independent-Samples T Tests

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What is the largest risk of making a Type I error that social scientists will usually take?

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Answer the questions that follow this SPSS output:     Your research hypothesis is "In the population, restaurants' average health inspection score in 2006 (HEALTHSCORE06) was higher than the average for those same restaurants in 2005 (HEALTHSCORE05)". (¯HEALTHSCORE06>¯HEALTHSCORE05) A) State the null hypothesis being tested. B) Is this a one-tailed or two-tailed hypothesis? C) Are your sample results consistent with the null hypothesis or the research hypothesis? (null / research) D) What is the probability of getting the sample results you got if the null hypothesis is true? (If this step in hypothesis testing can be skipped, write the word "SKIP".) E) What is your conclusion? (In other words, do you "reject" or "not reject" the null hypothesis based on these results?) F) Are your results statistically significant? (yes / no)

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You are doing a two-tailed paired-samples t test and your results are statistically significant. The phrase "statistical significance" means the same as which of the following?

(Multiple Choice)
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Answer the questions that follow this SPSS output:   Your research hypothesis is "In the population, persons with 16 years of schooling average more children than persons with 20 years of schooling." ( ) A) State the null hypothesis being tested. B) Is this a one-tailed or two-tailed hypothesis? C) Are your sample results consistent with the null hypothesis or the research hypothesis? (null / research) D) What is the significance level? (If this step in hypothesis testing can be skipped, write the word "SKIP".) E) What is your conclusion? (In other words, do you "reject" or "not reject" the null hypothesis based on these results?) F) Are your results statistically significant? (yes / no)

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When does a researcher risk making a Type II error?

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Independent-samples t tests compare means for how many variables for how many groups of cases?

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Write a research hypothesis and its companion null hypothesis that could be tested with an independent-samples t test.

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You are testing a two-tailed hypothesis. Your SPSS output tells you that the two-tailed significance level of a particular t statistic is .01. What is the probability of making a Type I error if you reject the null hypothesis?

(Multiple Choice)
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Answer the questions that follow this SPSS output:   Your research hypothesis is "In the population, the average on the POSTTEST is higher than the average on the PRETEST." ( (POSTTEST) ̅>(PRETEST) ̅) A) State the null hypothesis being tested. B) Is this a one-tailed or two-tailed hypothesis? C) Are your sample results consistent with the null hypothesis or the research hypothesis? (null / research) D) What is the probability of getting the sample results you got if the null hypothesis is true? (If this step in hypothesis testing can be skipped, write the word "SKIP".) E) What is your conclusion? (In other words, do you "reject" or "not reject" the null hypothesis based on these results?) F) Are your results statistically significant? (yes / no)

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If the mean IQ of a sample of right-handed persons is significantly higher than the mean IQ of a sample of left-handed persons, then which of the following must be true?

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Whenever you reject a null hypothesis, you may be making a correct decision or you may be making a Type ___ error; whenever you do not reject a null hypothesis, you may be making a correct decision or you may be making a Type _____ error.

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What kinds of questions can you answer using an independent-samples t test?

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Two researchers measure attitudes toward capital punishment in the year 2000 and again in the year 2005. One researcher uses a panel study design (the same persons are questioned in 2000 and in 2005); the other uses a trend study design (different samples from the population are questioned in 2000 and 2005). In analyzing the data that was collected,

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For an independent-samples t test, the grouping variable (the variable whose attributes are used to identify the two groups to be compared) can be what level of measurement?

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Without computing any new variables, which would be an appropriate statistical procedure to test the hypothesis that, on average, college students listen to less radio than they did when they were high school students?

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Which would be an appropriate statistical procedure to test the hypothesis that Americans listen to radio an average of 200 minutes a day?

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What kinds of questions can you answer using a paired-samples t test?

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Which would be an appropriate statistical procedure to test the hypothesis that, on average, Democrats listen to more radio than Republicans?

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Paired-samples t tests compare means for how many variables for how many groups of cases?

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Your independent-samples t test research hypothesis is that, when asked the ideal number of children to have, men report a higher average than women. The following results are consistent with the _____ and you proceed to _____.  

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