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The data type is a fundamental concept in statistics and controls what sorts of probability distributions can logically be used to describe the variable, the permissible operations on the variable, the type of regression analysis used to predict the variable, etc. Variable (mathematics), a symbol that represents a quantity in a mathematical expression, as used in many sciences propositional variable, taking the value true or false in mathematical logic random variable, a variable in statistics whose value depends on random events categorical variable, taking one of a finite number of values in a statistical problem, such as the head or tail result of a. It is possible to have multiple independent variables or multiple dependent variables

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For instance, in multivariable calculus, one often encounters functions of the form z = f(x,y), where z is a dependent variable and x and y are independent variables Observable variables to measure quality of life include wealth, employment, environment, physical and mental health, education, recreation and leisure time, and social belonging. In some contexts, a variable can be discrete in some ranges of the number line and continuous in others

In statistics, continuous and discrete variables are distinct statistical data types which are described with different probability distributions.

Joint distributions for any set of independent random variables the probability density function of their joint distribution is the product of their individual density functions. Variable (mathematics) in mathematics, a variable (from latin variabilis 'changeable') is a symbol, typically a letter, that refers to an unspecified mathematical object [1][2][3] one says colloquially that the variable represents or denotes the object, and that any valid candidate for the object is the value of the variable. While an attribute is often intuitive, the variable is the operationalized way in which the attribute is represented for further data processing

In data processing data are often represented by a combination of items (objects organized in rows), and multiple variables (organized in columns). Quality of life is a latent variable which cannot be measured directly, so observable variables are used to infer quality of life