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---
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layout: definition
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mathjax: true
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author: "Joram Soch"
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affiliation: "BCCN Berlin"
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e_mail: "joram.soch@bccn-berlin.de"
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date: 2024-10-11 11:55:01
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title: "Degrees of freedom"
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chapter: "General Theorems"
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section: "Probability theory"
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topic: "Probability distributions"
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definition: "Degrees of freedom"
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sources:
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- authors: "Wikipedia"
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year: 2024
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title: "Degrees of freedom (statistics)"
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in: "Wikipedia, the free encyclopedia"
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pages: "retrieved on 2024-10-11"
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url: "https://en.wikipedia.org/wiki/Degrees_of_freedom_(statistics)"
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- authors: "Animated Software"
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year: 2024
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title: "Degrees of Freedom"
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in: "Glossary of Statistical Terms"
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pages: "retrieved on 2024-10-11"
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url: "https://www.animatedsoftware.com/statglos/sgdegree.htm"
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def_id: "D206"
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shortcut: "dof"
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username: "JoramSoch"
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---
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**Definition:** Degrees of freedom can refer to
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* a [parameter](/D/para) or [parameters](/D/para) of certain [probability distributions](/D/dist), such as the [chi-squared distribution](/D/chi2), the [t-distribution](/D/t) or the [F-distribution](/D/f);
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* the number of values in the final calculation of a [statistic](/D/stat) that are free to vary, such as $n-1$ for a [sample variance](/D/var-samp) calculated from $n$ [data points](/D/data).
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Some [statistics](/D/stat) have [sampling distributions](/D/dist-samp) whose [parameters](/D/para) (in the former sense) are equal to their degrees of freedom (in the latter sense). For example, [a function of the sample variance follows a chi-squared distribution with $n-1$ degrees of freedom](/P/norm-chi2).

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