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t-distribution

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Model Perspective
Model Perspective
Jun 8, 2022 · Fundamentals

Understanding the t-Distribution: Small Sample Mean Estimation Explained

This article explains the t‑distribution, its derivation from the normal and chi‑square distributions, illustrates how its shape changes with degrees of freedom, and shows how to construct confidence intervals for population means when sample sizes are small and the population variance is unknown.

Statisticsconfidence intervalprobability
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Understanding the t-Distribution: Small Sample Mean Estimation Explained