The best measure of central tendency to use with categorical data is:Select one:a.the modeb.the meanc.the mediand.the mean, the median and the mode
Question
The best measure of central tendency to use with categorical data is:
Select one:
- a. the mode
- b. the mean
- c. the median
- d. the mean, the median and the mode
Solution
Break Down the Problem
- Identify the types of central tendency measures.
- Analyze which measure is suitable for categorical data.
Relevant Concepts
- Mean: The average, calculated by summing values and dividing by the count.
- Median: The middle value in an ordered dataset.
- Mode: The most frequently occurring value in a dataset.
- Categorical data: Data that can be grouped into categories but is not numerical.
Analysis and Detail
- Mean: Not applicable for categorical data because it requires numerical values and performs arithmetic operations.
- Median: While it requires ordering the data, it is not meaningful for categorical data as it is typically used for ordinal or continuous data.
- Mode: This is the best choice for categorical data as it indicates the most frequently occurring category.
Verify and Summarize
Reviewing the definitions shows that only the mode is relevant and suitable for summarizing categorical data, as the others do not apply to non-numerical values.
Final Answer
The best measure of central tendency to use with categorical data is a. the mode.
Similar Questions
Which measure of central tendency can be used for both numerical and categorical variables? A. Geometric mean. B. Mode C. Median D. Mean
Which measure of central tendency is most suitable for qualitative type of data?Select one:a.Meanb.Medianc.Moded.All of these
The measure of central tendency best-suited for data on a nominal scale is the: mean mode median interquartile range
The measures of central tendency specifically the mean, median and mode all mean average in layman's terms
For open-end classification, which of the following is the best measure of central tendency?(a) AM(b) GM(c) Median(d) Mode
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.