Analysis of Television Program Popularity Among Children
Which set of data could be safely analyzed using parametric statistics?
A. The nationality of the children who regularly watch the program.
B. The age of the children who regularly watch the program.
C. The gender of the children who regularly watch the program.
D. All of these choices.
Final answer:
Parametric statistics is best applied to continuous and normally distributed data. Among the given options, the age of the children who watch the television program is best suited for analysis using parametric statistics.
The age of the children who regularly watch the program.
Parametric statistics is a branch of statistics that assumes data to have certain features or structure, often involving the estimation of the key parameters of a probability distribution. Such method generally requires data to be continuous and normally distributed.
Given the options, the age of the children who watch the television program is the most appropriate choice (Option B). This is because age is a continuous variable, which fits the assumptions required for parametric statistics application. The nationality (Option A) and gender (Option C) of the children who watch the program are categorical data, which are not typically analyzed using parametric statistics but instead through non-parametric or categorical methods.