John D. Cook 5/26/2026

Calculating the expected range of normal samples

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This article explains how to compute the expected range of n samples from a standard normal distribution. It provides Python code using scipy for numerical integration and an asymptotic approximation for large n. Includes example values for various sample sizes. Relevant to statistics, data analysis, and mathematical computing in IT/technology.

Calculating the expected range of normal samples

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