Question 1

Which of the following best defines 'statistics' as presented in the study materials?

Accepted Answer

The science of collecting, organizing, analyzing, and interpreting data to make decisions.

Question 2

A researcher wants to know the average height of all students at a university. She measures the height of 200 randomly selected students and calculates the average. In this scenario, what is the population?

Accepted Answer

All students at the university.

Question 3

Which of the following is an example of a sample statistic?

Accepted Answer

The average income of 500 surveyed households in a city.

Question 4

In a study, the mean SAT math score of all freshmen at a university is reported as 514. What type of numerical description is this?

Accepted Answer

Population parameter

Question 5

Which statement best describes the difference between descriptive and inferential statistics?

Accepted Answer

Descriptive statistics summarize and display data; inferential statistics use sample data to draw conclusions about a population.

Question 6

A survey of 9400 individuals aged 15 and over found that they spent an average of 5.19 hours per day on leisure activities. What is this value an example of?

Accepted Answer

Sample statistic

Question 7

Which of the following scenarios best illustrates the use of inferential statistics?

Accepted Answer

Using data from a sample of 1000 voters to predict the outcome of a national election.

Question 8

In a random check of several hundred retail stores, the FDA found that 34% were not storing fish at the proper temperature. What is the population in this study?

Accepted Answer

All retail stores.

Question 9

Which of the following is NOT a valid example of data as defined in the study materials?

Accepted Answer

The name of the textbook used in a statistics class.

Question 10

A study of 1502 U.S. adults found that 18% of adults from households earning less than $30,000 annually do not use the Internet. Which part of this study represents the descriptive branch of statistics?

Accepted Answer

The statement '18% of adults from households earning less than $30,000 annually do not use the Internet.'

Question 11

Suppose a researcher collects data on the number of hours students study per week and uses this data to estimate the average study time for all students at the university. Which statistical branch is being used to make the estimate?

Accepted Answer

Inferential statistics

Question 12

Which of the following best describes a sample?

Accepted Answer

A subset, or part, of the population.

Question 13

If a study reports the average age of all people in the United States, what is this value called?

Accepted Answer

Population parameter

Question 14

Which of the following is a correct application of descriptive statistics?

Accepted Answer

Summarizing survey results using charts and averages.

Question 15

A study of 1000 U.S. 401(k) retirement plan participants found that 32% do not know how many years their retirement savings might last. What inference might be drawn from this study using inferential statistics?

Accepted Answer

It is difficult for people to determine how much money they need for retirement.

Question 16

Which formula would you use to calculate the mean of a sample data set with $$n$$ observations $$x_1$$, $$x_2$$, ..., x_n$$?

Accepted Answer

$$ \bar{x} = \frac{1}{n} \sum_{i=1}^{n} x_i $$

Question 17

A company wants to know the proportion of its employees who are satisfied with their jobs. They survey 834 employees and find that 517 are satisfied. What is the sample proportion of satisfied employees?

Accepted Answer

$$ \hat{p} = \frac{517}{834} $$

Question 18

Which of the following statements is true regarding parameters and statistics?

Accepted Answer

A parameter describes a population, while a statistic describes a sample.

Question 19

A researcher collects responses from 834 employees in a survey. Which of the following best describes the data set?

Accepted Answer

The collection of 517 'yes' and 317 'no' responses.

Question 20

Which of the following is an example of using statistics to make a decision in a real-world scenario?

Accepted Answer

A hospital administrator uses patient recovery data to decide which treatment protocol to recommend.

Introduction to Statistics: Concepts, Data, and Types

Guida di studio - Domande di pratica

Study guide - Flashcard