Sampling Experiment Quiz
The question sheet
Reveal any answer as you study-
Which technique divides the population into clusters and uses random sampling to select entire clusters?
- Convenience sampling
- Stratified sampling
- Simple random sampling
- Cluster sampling
Reveal answer
Answer: Cluster sampling
Source evidence
PDF page 55: average also called mean; a number that describes the central tendency of the data blinding not telling participants which treatment a subject is receiving categorical variable variables that take on values that are names or labels cluster sampling a method for selecting a random sample and dividing the population into groups (clusters); use simple random sampling to select a set of clusters; every individual in the chosen clusters is included in the sample continuous random variable a random variable (RV) whose outcomes are measured; the height of trees in the forest is a continuous RV
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In the restaurant lab, how are the restaurants stratified into columns?
- By rating
- By seating size
- By city
- By entree cost
Reveal answer
Answer: By city
Source evidence
PDF page 52: In this lab, you will be asked to pick several random samples of restaurants. In each case, describe your procedure briefly, including how you might have used the random number generator, and then list the restaurants in the sample you obtained. NOTE The following section contains restaurants stratified by city into columns and grouped horizontally by entree cost (clusters).
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In the restaurant lab, restaurants are grouped horizontally into clusters by what?
- By cuisine
- By city
- By entree cost
- By popularity
Reveal answer
Answer: By entree cost
Source evidence
PDF page 52: In this lab, you will be asked to pick several random samples of restaurants. In each case, describe your procedure briefly, including how you might have used the random number generator, and then list the restaurants in the sample you obtained. NOTE The following section contains restaurants stratified by city into columns and grouped horizontally by entree cost (clusters).
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Which sampling method assigns each member a number and uses a random number generator to select labels?
- Stratified sampling
- Systematic sampling
- Simple random sampling
- Cluster sampling
Reveal answer
Answer: Simple random sampling
Source evidence
PDF page 56: sampling with replacement once a member of the population is selected for inclusion in a sample, that member is returned to the population for the selection of the next individual sampling without replacement a member of the population may be chosen for inclusion in a sample only once; if chosen, the member is not returned to the population before the next selection simple random sampling a straightforward method for selecting a random sample; give each member of the population a number Use a random number generator to select a set of labels. These randomly selected labels identify the members of your sample
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In stratified sampling, how is a proportionate number of individuals selected from each stratum?
- By choosing every kth member
- Using simple random sampling
- By convenience
- By selecting whole clusters
Reveal answer
Answer: Using simple random sampling
Source evidence
PDF page 56: stratified sampling a method for selecting a random sample used to ensure that subgroups of the population are represented adequately; divide the population into groups (strata). Use simple random sampling to identify a proportionate number of individuals from each stratum
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In systematic sampling, k is defined as which of the following?
- Population size divided by sample size
- Population size times sample size
- Sample size divided by population
- Number of strata
Reveal answer
Answer: Population size divided by sample size
Source evidence
PDF page 56: survey a study in which data is collected as reported by individuals. systematic sampling a method for selecting a random sample; list the members of the population Use simple random sampling to select a starting point in the population. Let k = (number of individuals in the population)/(number of individuals needed in the sample). Choose every kth individual in the list starting with the one that was randomly selected. If necessary, return to the beginning of the population list to complete your sample
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How many restaurants are picked in the simple random sample?
- 10
- 15
- 20
- 25
Reveal answer
Answer: 15
Source evidence
PDF page 52: Pick a simple random sample of 15 restaurants.
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For the stratified sample by city, how many restaurants are picked?
- 25
- 20
- 15
- 21
Reveal answer
Answer: 20
Source evidence
PDF page 53: Pick a stratified sample, by city, of 20 restaurants. Use 25 percent of the restaurants from each stratum. Round to the nearest whole number.
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In the stratified samples, what percentage of restaurants is used from each stratum?
- 10 percent
- 75 percent
- 25 percent
- 50 percent
Reveal answer
Answer: 25 percent
Source evidence
PDF page 53: Pick a stratified sample, by city, of 20 restaurants. Use 25 percent of the restaurants from each stratum. Round to the nearest whole number.
PDF page 53: Pick a stratified sample, by entree cost, of 21 restaurants. Use 25 percent of the restaurants from each stratum. Round
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For the cluster sample of restaurants, how many cities are used?
- Four
- Three
- One
- Two
Reveal answer
Answer: Two
Source evidence
PDF page 54: Pick a cluster sample of restaurants from two cities. The number of restaurants will vary.
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Which nonrandom method selects individuals who are easily accessible and may result in biased data?
- Systematic sampling
- Stratified sampling
- Cluster sampling
- Convenience sampling
Reveal answer
Answer: Convenience sampling
Source evidence
PDF page 55: control group a group in a randomized experiment that receives an inactive treatment but is otherwise managed exactly as the other groups convenience sampling a nonrandom method of selecting a sample; this method selects individuals that are easily accessible and may result in biased data cumulative relative frequency the term applies to an ordered set of observations from smallest to largest. The cumulative relative frequency is the sum of the relative frequencies for all values that are less than or equal to the given value
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What is one objective the student will demonstrate in this lab?
- Regression modeling
- Confidence intervals
- Different sampling techniques
- Hypothesis testing
Reveal answer
Answer: Different sampling techniques
Source evidence
PDF page 52: • The student will demonstrate the simple random, systematic, stratified, and cluster sampling techniques.
High School Statistics
High School Statistics by OpenStax, used under CC BY 4.0. Changes made by Stratacademy.
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