No. Income is a quantitative variable since it is measured in numbers instead of categories.
yes a gender is a categorical variable
Neither. It is a discrete variable.
Yes.
Yes.
Age is acontinuousvariable because it can bemeasured with numbers. A categorical variable deals with nominal variables example male or female, political view, etc
yes a gender is a categorical variable
Categorical.
Color is considered a categorical variable.
Neither. It is a discrete variable.
A categorical variable (also known as a discrete variable) is one whose range is countable; e.g. the variable answ has values [yes, no, not sure]. answ is a categorical variable with range 3.A continuous variable is one which is not categorical; e.g. weight is a continuous variable which can take any value between 0 and 1000 kg (say) for a human being.
Yes.
Yes.
A dummy variable assumes a value of either 0 or 1. A categorical variable assumes one of a usually small number of values. For example, a categorical variable might assume the values 'F' or 'M' for female or male.
It depends on how the variable is used. At its simplest, it would be a nominal or categorical value but, if used as part of a time series, it would be an ordinal variable.
yes
Employment is typically considered a categorical variable rather than a continuous variable. It often involves discrete categories, such as employed, unemployed, or not in the labor force. While one could analyze aspects of employment, such as hours worked or income, those specific metrics are continuous variables, but the overall employment status itself remains categorical.
To determine whether the independent variable is continuous or categorical, you need to consider its nature. A continuous variable can take on an infinite number of values within a given range, such as height or temperature. In contrast, a categorical variable consists of distinct categories or groups, such as gender or type of cuisine. The classification depends on how the variable is measured and the context of the study.