A frequency table includes every observation in a data set. Apart from possible rounding, the relative frequencies across all categories sum to 100%.
6 Descriptive Statistics Online Quiz Questions
Use this free practice quiz with 20 questions to review 6 Descriptive Statistics, test your knowledge, and prepare for your next test or exam.
A data set has many distinct numerical values, so an analyst groups them into intervals. What is an important tradeoff of this choice?
- A
It makes it possible to recover every exact observation from the interval counts.
- B
It can make patterns easier to see, but it hides the exact values within each interval.
- C
It guarantees that the data have a symmetric distribution.
- D
It removes the need to consider the number of observations.
Relative frequency is a category's frequency divided by the .
A researcher has a sample and wants to estimate variability beyond that sample. Which expression gives the sample variance?
- A
n∑(xi−xˉ)2
- B
N∑(xi−μ)2
- C
n−1∑(xi−xˉ)2
- D
n−1∑(xi−xˉ)2
A data set can have more than one mode, or no mode when no value occurs more often than the others.
- A
True
- B
False
Standard deviation is the of the corresponding variance.
For the observations 2,3,3,4,4,5,6,13, how many are at or below 4? Enter the count as a number.
Select all statements that correctly describe standard deviation.
- A
It is expressed in the same units as the original measurements.
- B
It is expressed in squared units, just like variance.
- C
It is the square root of the corresponding variance.
- D
It is generally unaffected by extreme observations.
A data set is 4,7,7,12,15. What is its range? Enter the value as a number.
A numerical data set is strongly skewed and contains an extreme value. Select the two measures that are often the more resistant choices for describing its center and spread.
- A
Median
- B
Mean
- C
Interquartile range
- D
Standard deviation
What is the median of the ordered data set 2,5,7,10?
- A
5
- B
7
- C
6
- D
8
A category appears 6 times among 24 observations. What is its relative frequency as a percentage?
- A
6%
- B
25%
- C
30%
- D
75%
Treat 2,4,6,8 as a sample. What is the sample variance? Enter the exact value as a number or fraction.
An analyst reports numerical summaries for a data set and claims that they prove a cause and show that the same pattern holds for a larger population. Explain why those claims do not follow from descriptive statistics alone, and name useful checks or displays that could help interpret the summaries.
A survey records respondents' preferred product types, which are categories rather than numerical measurements. Which summary is most appropriate?
- A
The mean and standard deviation
- B
Counts and relative frequencies
- C
The range and interquartile range
- D
The median and variance
For the data set 2,3,3,4,4,5,6,13, which value or values are modes?
- A
3 only
- B
4 only
- C
3 and 4
- D
There is no mode
You want to inspect the shape, center, and spread of a set of numerical measurements. Which display is best suited to this purpose?
- A
A histogram
- B
A frequency table of category labels only
- C
A list of the data values without ordering
- D
A single mean value
For the data set 2,3,3,4,4,5,6,13, what is the range? Enter the answer as a number.
In the data set 2,3,3,4,4,5,6,13, what is the relative frequency of the value 4?
- A
12.5%
- B
25%
- C
40%
- D
50%
True or false: Variance is expressed in the same units as the original measurements.
- A
True
- B
False