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Dec 26, 2017 · Fundamentals

How to Sample a Gaussian Distribution: Methods, Algorithms, and Performance

This article explains why Gaussian (normal) distribution sampling is essential, describes the mathematical transformation from a standard normal, and compares several practical algorithms—including inverse transform, Box‑Muller, Marsaglia polar, rejection sampling, and Ziggurat—highlighting their implementation steps and efficiency considerations.