Question 1

Which of the following best describes the difference between a population and a sample in statistics?

Accepted Answer

A population is the entire group to be studied, while a sample is a subset of the population.

Question 2

A researcher wants to know the average height of all university students. She measures the height of 200 randomly selected students. What is the parameter in this scenario?

Accepted Answer

The average height of all university students.

Question 3

Which of the following variables is both quantitative and continuous?

Accepted Answer

Height of a person (in centimeters)

Question 4

Which level of measurement allows for meaningful ratios and has a true zero?

Accepted Answer

Ratio

Question 5

A survey asks respondents to rate their agreement with a statement on a scale from 1 (strongly disagree) to 5 (strongly agree). What is the level of measurement for this variable?

Accepted Answer

Ordinal

Question 6

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

Accepted Answer

Favorite color

Question 7

A researcher collects data on the number of cars passing through an intersection each hour. What type of variable is this?

Accepted Answer

Quantitative, Discrete

Question 8

Which of the following best describes inferential statistics?

Accepted Answer

Using methods that take a result from a sample, extend it to the population, and measure the reliability of the result.

Question 9

A medical study records the blood pressure of patients before and after treatment. The difference in blood pressure is measured. What is the level of measurement for the difference?

Accepted Answer

Interval

Question 10

Which of the following is NOT a step in the process of statistics as described in the study materials?

Accepted Answer

Ignore the reliability of the results

Question 11

A teacher records the final letter grades (A, B, C, D, F) of students in a class. What is the level of measurement for this variable?

Accepted Answer

Ordinal

Question 12

Which of the following statements about discrete and continuous variables is correct?

Accepted Answer

Discrete variables have countable values, while continuous variables can take any value within a range.

Question 13

A study measures the time (in seconds) it takes for runners to complete a race. What type of variable is time in this context?

Accepted Answer

Quantitative, Continuous

Question 14

Which of the following is an example of a parameter?

Accepted Answer

The proportion of all voters in a country who support a candidate.

Question 15

Suppose a researcher wants to study the effect of a new drug. She randomly assigns 100 patients to receive the drug and 100 to receive a placebo. What is the population in this study?

Accepted Answer

All patients who could potentially receive the drug

Question 16

A variable is measured at the interval level if:

Accepted Answer

It has ordered categories and meaningful differences, but no true zero.

Question 17

Which of the following is a correct example of a ratio level variable?

Accepted Answer

Height in centimeters

Question 18

A researcher collects data on the brand of smartphone owned by students. What is the level of measurement for this variable?

Accepted Answer

Nominal

Question 19

Which of the following best describes descriptive statistics?

Accepted Answer

Collecting, organizing, and summarizing data.

Question 20

A study records the number of pets owned by each household in a city. What type of variable is this?

Accepted Answer

Quantitative, Discrete

Chapter 1: Data Collection – Foundations of Statistical Study

Study Guide - Practice Questions

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