1.2 Data, Sampling, and Variation in Data and Sampling
Sampling with and without replacement, stratified, cluster and systematic schemes, discrete versus continuous values, and the bias a bad frame introduces.
Introductory Statistics 2e, 1.2 Data, Sampling, and Variation in Data and Sampling
39 exercises
1.2 Exercise 3
You go to the supermarket and purchase three cans of soup (19 ounces tomato bisque, 14.1 ounces lentil, and 19 ounces Italian wedding), two packages of nuts (walnuts and peanuts), four different kinds of vegetable (broccoli, cauliflower, spinach, and carrots), and two desserts (16 ounces pistachio ice cream and 32 ounces chocolate chip cookies).
Name data sets that are quantitative discrete, quant…
1.2 Exercise 4
The following list of materials was purchased by a purchase manager in a company:
- Two types of nails (2 kg box nails, 3 kg roofing nails)
- One type of oil (4 L machine oil)
- Four types of screws (3 kg wood screws, 5 kg machine screws, 1 kg set screws, 2 kg socket screws)
Name data sets that are quantitative discrete, quantitative continuous, and qualitative.
1.2 Exercise 6
Work collaboratively to determine the correct data type (quantitative or qualitative). Indicate whether quantitative data are continuous or discrete. Hint: Data that are discrete often start with the words "the number of."
- the number of pairs of shoes you own
- the type of car you drive
- the distance it is from your home to the nearest grocery store
- the number of classes you take per school year.
- the…
1.2 Exercise 10
A study is done to determine the average tuition that San Jose State undergraduate students pay per semester. Each student in the following samples is asked how much tuition they paid for the Fall semester. What is the type of sampling in each case?
- A sample of 100 undergraduate San Jose State students is taken by organizing the students’ names by classification (first-year, sophomore, junior, or s…
1.2 Exercise 12
Determine the type of sampling used (simple random, stratified, systematic, cluster, or convenience).
- A soccer coach selects six players from a group of boys aged eight to ten, seven players from a group of boys aged 11 to 12, and three players from a group of boys aged 13 to 14 to form a recreational soccer team.
- A pollster interviews all human resource personnel in five different high tech comp…
1.2 Exercise 14
It is unlikely that any student is in both samples.
a. Do you think that either of these samples is representative of (or is characteristic of) the entire 10,000 part-time student population?
1.2 Exercise 15
It is unlikely that any student is in both samples.
b. Since these samples are not representative of the entire population, is it wise to use the results to describe the entire population?
1.2 Exercise 16
- $180
- $50
- $150
- $85
- $260
- $75
- $180
- $200
- $200
- $150
c. Is the sample biased?
1.2 Exercise 19
Use the following information to answer the next four exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of residents using a local park in San Antonio, Texas. The first house in the neighborhood around the park was selected randomly, and then the resident of every eighth house in the neighborhood around the park was interviewed.
The sampl…
1.2 Exercise 21
Use the following information to answer the next four exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of residents using a local park in San Antonio, Texas. The first house in the neighborhood around the park was selected randomly, and then the resident of every eighth house in the neighborhood around the park was interviewed.
The color…
1.2 Exercise 23
Use the following information to answer the next four exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of residents using a local park in San Antonio, Texas. The first house in the neighborhood around the park was selected randomly, and then the resident of every eighth house in the neighborhood around the park was interviewed.
the table…
1.2 Exercise 25
For the following four exercises, determine the type of sampling used (simple random, stratified, systematic, cluster, or convenience).
A market researcher polls every tenth person who walks into a store.
1.2 Exercise 27
For the following four exercises, determine the type of sampling used (simple random, stratified, systematic, cluster, or convenience).
A computer generates 100 random numbers, and 100 people whose names correspond with the numbers on the list are chosen.
1.2 Exercise 29
Researcher B: 3; 14; 11; 5; 16; 17; 28; 41; 31; 18; 14; 14; 26; 25; 21; 22; 31; 2; 35; 44; 23; 21; 21; 16; 12; 18; 41; 22; 16; 25; 33; 34; 29; 13; 18; 24; 23; 42; 33; 29
Determine what the key term data refers to in the above example for Researcher A.
1.2 Exercise 31
Researcher B: 3; 14; 11; 5; 16; 17; 28; 41; 31; 18; 14; 14; 26; 25; 21; 22; 31; 2; 35; 44; 23; 21; 21; 16; 12; 18; 41; 22; 16; 25; 33; 34; 29; 13; 18; 24; 23; 42; 33; 29
Can you tell if one researcher is correct and the other one is incorrect? Why?
1.2 Exercise 33
Researcher B: 3; 14; 11; 5; 16; 17; 28; 41; 31; 18; 14; 14; 26; 25; 21; 22; 31; 2; 35; 44; 23; 21; 21; 16; 12; 18; 41; 22; 16; 25; 33; 34; 29; 13; 18; 24; 23; 42; 33; 29
Suggest at least two methods the researchers might use to gather random data.
1.2 Exercise 35
Researcher B: 3; 14; 11; 5; 16; 17; 28; 41; 31; 18; 14; 14; 26; 25; 21; 22; 31; 2; 35; 44; 23; 21; 21; 16; 12; 18; 41; 22; 16; 25; 33; 34; 29; 13; 18; 24; 23; 42; 33; 29
Suppose that the second researcher conducted his survey by choosing 40 patients he knew. What sampling method would that researcher have used? What concerns would you have about this data set, based upon the data collection method…
1.2 Exercise 37
Would the sample size be large enough if the population is the students in the school?
1.2 Exercise 39
Researcher A concludes that most students play video games between four and six hours each week. Researcher B concludes that most students play video games between two and four hours each week. Who is correct?
1.2 Exercise 41
Given what you know, which study is correct?
1.2 Exercise 43
Both groups that performed the study concluded that the software works. Is this accurate?
1.2 Exercise 45
Patients who used the software were also a part of an exercise program whereas patients who did not use the software were not. Does this change the validity of the conclusions from the exercise?
1.2 Exercise 47
Is a sample of 500 volunteers a reliable measure for a population of 2,500?
1.2 Exercise 49
Is a sample size of two representative of a population of five?
1.2 Exercise 51
For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.
number of tickets sold to a concert
1.2 Exercise 53
For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.
favorite baseball team
1.2 Exercise 55
For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.
number of students enrolled at Evergreen Valley College
1.2 Exercise 57
For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.
brand of toothpaste
1.2 Exercise 59
For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.
age of executives in Fortune 500 companies
1.2 Exercise 61
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
“Number of times per week” is what type…
1.2 Exercise 63
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
Airline companies are interested in the…
1.2 Exercise 65
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
Suppose you want to determine the mean…
1.2 Exercise 67
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
List some practical difficulties involv…
1.2 Exercise 69
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
An instructor takes a sample by gatheri…
1.2 Exercise 71
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
Name the sampling method used in each o…
1.2 Exercise 73
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
The Well-Being Index is a survey that f…
1.2 Exercise 75
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
Crime-related and demographic statistic…
1.2 Exercise 77
Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.
A scholarly article about response rate…
1.2 Exercise 79
Several online textbook retailers advertise that they have lower prices than on-campus bookstores. However, an important factor is whether the Internet retailers actually have the textbooks that students need in stock. Students need to be able to get textbooks promptly at the beginning of the college term. If the book is not available, then a student would not be able to get the textbook at all,…
Adapted from Introductory Statistics 2e © 2023 Rice University. Licensed under CC BY 4.0. Source: Introductory Statistics 2e. Imported at revision 50ec917.