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Which of the following beliefs is the BEST example of a null hypothesis (H0) ?


A) "Test prep courses such as Kaplan and the Princeton Review raise students' SAT scores."
B) "Women are more considerate than men."
C) "The higher the price of gas, the more people will consider buying a hybrid car."
D) "All politicians are the same."

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

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The ______ hypothesis states that there is no difference or relationship among groups and the ______ hypothesis states that there is a difference or relationship among groups.


A) alternative; null
B) statistical; null
C) null; alternative
D) null; statistical

E) All of the above
F) None of the above

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The concept of ______ refers to differences between statistics calculated from a sample and statistics pertaining to the population from which the sample is drawn.


A) sampling error
B) probability
C) random factors
D) statistical error

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

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Which of the following is an example of a binomial variable?


A) religion (Christian, Buddhist, Catholic, Agnostic)
B) race (White, Asian, African American, Hispanic, Native American)
C) age (over 65 or under 65)
D) highest degree (high school diploma, some college, BA, professional degree)

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

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A researcher finds that the mean number of arrests for juveniles in his sample is .39 whereas the mean number of arrests in the population is .15 The difference between the two means can be attributed to ______.


A) non-normal error
B) luck
C) a lack of planning
D) sampling error

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

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A researcher states a null hypothesis (H0) that μ = 25. Which of the following is the most likely source of this particular value for?


A) her personal beliefs
B) her review of the research literature
C) her own research
D) her intuition

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

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You ______ when the statistic falls in the region of ______ because this means ______.


A) reject the alternative hypothesis; rejection; p < .05
B) do not reject the null hypothesis; rejection; p > .01
C) reject the null hypothesis; non-rejection; p < .05
D) do not reject the null hypothesis; non-rejection; p > .05

E) None of the above
F) A) and D)

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Which of the following BEST addresses the addition rule of probability?


A) What are the chances of winning a gold medal in the Olympics?
B) How likely is it that my Toyota will be in a car accident?
C) What are the chances of my flight arriving within half an hour of the scheduled time?
D) What are my chances of having the highest test score in my class?

E) None of the above
F) B) and C)

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You ______ when the statistic falls in the region of ______ because this means its probability is ______.


A) do not reject the null hypothesis; rejection; 'high'
B) reject the null hypothesis; non-rejection; 'low'
C) do not reject the null hypothesis; non-rejection; 'high'
D) reject the null hypothesis; rejection; 'high'

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

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Which of the following is the first step in hypothesis testing?


A) make a decision regarding the null hypothesis
B) calculate the appropriate statistic
C) relate the result of the analysis to the research hypothesis
D) state the null and alternative hypothesis

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

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The term "critical value" is used to define ______.


A) the minimum value of a statistic needed to reject the null hypothesis
B) the likelihood of rejecting the null hypothesis
C) the level of significance of a statistic
D) the probability of a statistic needed to reject the null hypothesis

E) A) and B)
F) None of the above

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Which of the following beliefs is the BEST example of a null hypothesis (H0) ?


A) "Republicans are more likely to shoot their hunting partners than are Democrats."
B) "American Olympic skiers are not better than the rest of the world."
C) "Hybrid cars get better gas mileage than traditional cars."
D) "Apple Ipods are easier to use than other companies' MP3 players."

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

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______ hypotheses ______.


A) Research; are stated when you analyze your data
B) Statistical; are stated using concepts and variables
C) Research; are stated at the beginning of a research study
D) Research; are the null and alternative hypotheses

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

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Which of the following BEST addresses the addition rule of probability?


A) What are the chances my checkout line in the grocery store will be the slowest?
B) Am I more likely to be in an automobile accident or a plane crash?
C) What is the likelihood of talking a policeman out of giving you a speeding ticket?
D) What are my chances of my test score being in the top third of the class?

E) None of the above
F) A) and D)

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Conceptually, probability is most similar to the concept of ______.


A) certainty
B) likelihood
C) division
D) proof

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

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Which of the following BEST addresses the addition rule of probability?


A) What is my chance of winning any type of prize on the state lottery?
B) Which type of cell phone is most likely to have mechanical problems?
C) What is the likelihood of a major earthquake hitting the Bay Area today?
D) Which is more likely to happen to a 30-year old woman: getting married or getting hit by lightning?

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

Correct Answer

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