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continuous density function (Definition)

Let $X$ be a continuous random variable. The function $f_X\colon\mathbb{R} \to [0,1]$ defined as $ f_X(x) = \frac{\partial F_X}{\partial x} $, where $ F_X(x)$ is the cumulative distribution function of $X$, is called the continuous density function of $X$. Please note that if $X$ is a continuous random variable, then $f_X(x)$ does not equal $P[X=x]$; for more information read the article on cumulative distribution functions.

Analogously to the discrete case, this function must satisfy:

  1. $f_X(x) \geq 0$ for all $x$
  2. $\int_{x}^{} {f_X(x) dx} = 1$



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Other names:  mass function
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Cross-references: discrete, cumulative distribution functions, function, continuous random variable
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This is version 4 of continuous density function, born on 2001-10-25, modified 2004-03-31.
Object id is 496, canonical name is ContinousDensityFunction.
Accessed 3992 times total.

Classification:
AMS MSC60-00 (Probability theory and stochastic processes :: General reference works )

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