If $(X,Y)$ is a two dimensional random variable (discrete or continuous), then $F(x,y)=p\{X\le x\,andY\le y\}$ is called the cumulative distribution function of $(X,Y)$.
For discrete case,
F(x,y)=∑j∑iPij
yi≤y,xi≤x
For continuous case,
F(x,y)=y∫−∞x∫−∞f(x,y)dxdy
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