Question 1

Which of the following best describes a relative frequency distribution?

Accepted Answer

A table that lists each category of data together with the proportion (or percent) of observations within that category.

Question 2

Given the formula for relative frequency $$ 	ext{Relative frequency} = \frac{	ext{frequency}}{	ext{sum of all frequencies}} $$, what is the relative frequency of a category with 12 observations in a dataset with 60 total observations?

Accepted Answer

$$ \frac{12}{60} = 0.2 $$

Question 3

When comparing two groups with different sample sizes using bar graphs, which type of frequency should be used and why?

Accepted Answer

Relative frequency, because it accounts for differences in sample sizes.

Question 4

Which of the following is a key difference between a histogram and a bar graph?

Accepted Answer

Bar graphs are used for qualitative data, while histograms are used for quantitative data.

Question 5

A histogram of exam scores is bell-shaped. What does this indicate about the distribution of scores?

Accepted Answer

Most scores are in the middle, with frequencies tapering off symmetrically toward both ends.

Question 6

Refer to the first image. Which histogram represents a distribution that is skewed right?

Accepted Answer

(c) Skewed Right

Question 7

In the context of organizing continuous data, what is the class width if the lower class limits are 10, 20, 30, 40?

Accepted Answer

$$ 10 $$

Question 8

Which of the following is NOT a circumstance where a pie chart is appropriate?

Accepted Answer

When the data categories overlap or do not sum to a meaningful whole.

Question 9

A frequency polygon is constructed by plotting points at which coordinates?

Accepted Answer

At the class midpoints (x-axis) and the class frequencies (y-axis).

Question 10

Refer to the second image (Hours Worked per Week Frequency Polygon). What is the approximate frequency for the class centered at 49.5 hours?

Accepted Answer

About 180

Question 11

Which of the following best describes an ogive?

Accepted Answer

A graph that represents the cumulative frequency or cumulative relative frequency for the classes.

Question 12

Refer to the third image (Hours Worked Ogive). How many respondents worked less than 60 hours per week?

Accepted Answer

471

Question 13

Which of the following is a potential source of misleading information in a graph?

Accepted Answer

Using a non-zero baseline for the vertical axis.

Question 14

Refer to the sixth image (Burglaries in Minneapolis). What could make this graph misleading?

Accepted Answer

The scale does not start at zero, exaggerating the difference between the two categories.

Question 15

Which type of graph is most appropriate for displaying the trend of birth rates over several decades, as shown in the fourth and fifth images?

Accepted Answer

Time-series plot

Question 16

A dot plot is most useful for which type of data?

Accepted Answer

Small sets of quantitative data to show individual values and clusters.

Question 17

Which of the following is NOT a valid description of the shape of a distribution for quantitative data?

Accepted Answer

Bimodal for qualitative data

Question 18

What is the main advantage of using a cumulative frequency table?

Accepted Answer

It allows you to quickly determine the number of observations below a certain value.

Question 19

Which of the following best describes a stem-and-leaf plot?

Accepted Answer

A graphical display where each data value is split into a 'stem' and a 'leaf', showing the distribution and retaining the original data values.

Organizing and Summarizing Data: Essential Graphical and Tabular Methods in Statistics

Study Guide - Practice Questions

Study Guide - Flashcards