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The four levels of measurement that are commonly used for classifying data are ratio, ________, ________, and ________.


A) interval, normal, ordinary
B) nominal, ordinal, interval
C) nominal, ordinal, categorical
D) normal, ordinal, interval

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

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Given the data in the table, what issue can be addressed by conducting a statistical analysis of the values?  Amounts of Saturated Fat (in grams) in Two-Once Regular and Low-Fat Muffins  Regular 4.53.53.75.24.93.9 Low-Fat 1.22.12.21.81.62.2\begin{array}{l}\text { Amounts of Saturated Fat (in grams) in Two-Once Regular and Low-Fat Muffins }\\\begin{array} { l | l l l l l l } \text { Regular } & 4.5 & 3.5 & 3.7 & 5.2 & 4.9 & 3.9 \\\hline \text { Low-Fat } & 1.2 & 2.1 & 2.2 & 1.8 & 1.6 & 2.2\end{array}\end{array}

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Given the context of the data, we could ...

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Determine whether the given description corresponds to an observational study or an experiment. A political pollster reports that his candidate has a 10% lead in the polls with 10% undecided.


A) Experiment
B) Observational study

C) A) and B)
D) undefined

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At a school there are two different math classes for children of the same age. have different teachers. The school principal is interested in gauging the effectiveness of two different teaching methods and asks each teacher to try one of the methods. At the end of the semester both classes are given the same test and the results are compared. In this experiment, what is the variable of interest? Give some examples of variables which could be confounding variables.

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The variable of interest is the teaching...

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Why is cluster sampling frequently used in practice?

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Answers will vary. Possible answer: Clus...

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A coach uses a new technique in training middle distance runners. The times, in seconds, for 8 different athletes to run 800 meters before and after this training are shown below.  Athlete ABCDEFGH Before 115.2114116.4119.8110.9112.4111.5117.3 After 112.9112.7114120.6109.1109.1107.9113.4\begin{array} { r | c c c c c c c c } \text { Athlete } & \mathbf { A } & \mathbf { B } & \mathbf { C } & \mathbf { D } & \mathbf { E } & \mathbf { F } & \mathbf { G } & \mathbf { H } \\\hline \text { Before } & 115.2 & 114 & 116.4 & 119.8 & 110.9 & 112.4 & 111.5 & 117.3 \\\hline \text { After } & 112.9 & 112.7 & 114 & 120.6 & 109.1 & 109.1 & 107.9 & 113.4\end{array} Does the conclusion that the technique is effective appear to be supported with statistical significance? Does the conclusion that the technique is effective appear to have practical significance?

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Yes. Almost all runners have c...

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Identify the sample and population. Also, determine whether the sample is likely to be representative of the population. A study is interested in whether men and women are equally likely to vote Democratic, Republican or Independent or not vote in a presidential election. Results were polled through a popular news website.

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Sample: the individuals who re...

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A _______________ is the collection of data from every member of the population


A) sample
B) census
C) placebo
D) statistic

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

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There are many potential pitfalls that can cause problems when analyzing data. Which of these choices are not classified as a potential pitfall?


A) Order of survey questions
B) Nonresponse
C) Self-reported data
D) Measured data

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

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Why do you think that cluster sampling is frequently used in practice?_

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Cluster sampling can save time and money...

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A ______________ is the complete collection of all measurements or data collected, whereas, a _____________ is a subcollection of members selected from the complete collection.


A) population; sample
B) sample; population
C) sample; census
D) population; parameter

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

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Researchers collect data by interviewing athletes who have won Olympic gold medals from 1992 to 2016. Identify the type of study.


A) Retrospective
B) Cross-sectional
C) Prospective
D) None of these

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

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Explain what is meant by the term "confounding," and give an example of an experiment in which confounding is likely to be a problem.

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Confounding occurs in an experiment when...

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Determine which of the four levels of measurement is most appropriate. Students' grades, A, B, or C, on a test.


A) Interval
B) Nominal
C) Ordinal
D) Ratio

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

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Identify which type of sampling is used. A research team wants to study the demographics of college students in the U.S. using proportionate samples of students in majors reflecting actual U.S. percentages.


A) Convenience
B) Cluster
C) Stratified
D) Simple random
E) Systematic

F) A) and E)
G) A) and C)

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Explain why using self-reported data instead of measured data is a potential pitfall in data collection. Be sure to include an example.

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Answers will vary. Using self-reported d...

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A marketing firm does a survey to find out how many people use a product. Of the one hundred people contacted, fifteen said they use the product. Identify the type of study used.


A) Experiment
B) Observational study

C) A) and B)
D) undefined

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Determine which level of measurement is appropriate. A sample of children's balls are classified from softest to hardest.


A) Interval
B) Ordinal
C) Ratio
D) Nominal

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

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Determine which level of measurement is appropriate. Salaries of college professors


A) Interval
B) Ordinal
C) Ratio
D) Nominal

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

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A psychology student wishes to investigate differences in political opinions between business majors and political science majors at her college. She randomly selects 100 students from the 260 business majors and 100 students from the 180 political science majors. Does this Sampling plan result in a random sample? Simple random sample? Explain.


A) Yes; yes. The sample is random because all students have the same chance of being
Selected. It is a simple random sample because all samples of size 200 have the same
Chance of being selected.
B) No; yes. The sample is not random because political science majors have a greater
Chance of being selected than business majors. It is a simple random sample because
All samples of size 200 have the same chance of being selected.
C) No; no. The sample is not random because political science majors have a greater
Chance of being selected than business majors. It is not a simple random sample
Because some samples are not possible, such as a sample consisting of 50 business
Majors and 150 political science majors.
D) Yes; no. The sample is random because all students have the same chance of being
Selected. It is not a simple random sample because some samples are not possible,
Such as a sample consisting of 50 business majors and 150 political science majors.

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

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