The Mathematics Behind: Rejection Sampling

End result.

Suppose that we have a probability density function (PDF) $latex f(x)$ that is impossible to analyze analytically. How can we ever draw samples from this PDF? Luckily, there are many techniques out there and this time I will highlight rejection sampling. A simple to implement (but not always effective) sampling method.

By the way, you should definitely read this article on curve fitting in MATLAB.


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