Types of Variables in Statistics

Qualitative variables are composed of categories that cannot be ordered with respect to magnitude, while quantitative variables refer to attributes that embody magnitude as an essential characteristic and can be measured in terms of 'how much'.

An example of a qualitative variable is race, which is composed of categories and cannot be ordered with respect to magnitude.

The essential feature of qualitative variables is that they are composed of categories, which do not bear a quantitative relationship to each other and cannot be ordered with respect to magnitude.

<p>Questions relating to 'how much' make sense with quantitative variables.</p> Signup and view all the answers

<p>According to D’Amato (1970), the defining characteristic of quantitative variables is that they embody magnitude as an essential characteristic and can be measured in terms of 'how much'.</p> Signup and view all the answers