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EntityQ576072· pop 41· linked from 370 articles

Student's t-distribution

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Also known as Student's distribution, t-distribution

probability distribution

In the Vinony graph

Vinony's link graph records 370 inbound references to Student's t-distribution, and connects out to median, resampling and variance.

It is catalogued under topics including Compound probability distributions, Continuous distributions and Infinitely divisible probability distributions.

Vinony links it to 39 Wikipedia language editions.

Key facts

Parameters
0"}}'> ν > 0 {\displaystyle \nu >0} degrees of freedom ( real , nearly always a positive integer )
Support
x ∈ ( − ∞ , ∞ ) {\displaystyle x\in (-\infty ,\infty )}
Pdf
Γ ( ν + 1 2 ) π ν Γ ( ν 2 ) ( 1 + x 2 ν ) − ν + 1 2 {\displaystyle {\frac {\Gamma {\left({\frac {\nu +1}{2}}\right)}}{{\sqrt {\pi \nu }}\,\Gamma {\left({\frac {\nu }{2}}\right)}}}\left(1+{\frac {x^{2}}{\nu }}\right)^{-{\frac {\nu +1}{2}}}}
Mean
0 {\displaystyle 0} for 1,"}}'> ν > 1 , {\displaystyle \nu >1,} otherwise undefined
Median
0 {\displaystyle 0}
Mode
0 {\displaystyle 0}
Variance
ν ν − 2 {\displaystyle {\frac {\nu }{\nu -2}}} for 2,"}}'> ν > 2 , {\displaystyle \nu >2,} ∞ {\displaystyle \infty } for 1 < ν ≤ 2 , {\displaystyle 1<\nu \leq 2,} otherwise undefined
Skewness
0 {\displaystyle 0} for 3\\ ,"}}'> ν > 3 , {\displaystyle \ \nu >3\ ,} otherwise undefined
Excess kurtosis
6 ν − 4 {\displaystyle {\frac {6}{\nu -4}}} for 4,"}}'> ν > 4 , {\displaystyle \nu >4,} ∞ {\displaystyle \infty } for 2 < ν ≤ 4 , {\displaystyle 2<\nu \leq 4,} otherwise undefined
Mgf
undefined

via Wikipedia infobox

Wikidata facts

Show 4 more facts
Commons category
Student's t-distribution
discoverer or inventor
William Sealy Gosset
on focus list of Wikimedia project
Wikipedia:Vital articles/Level/4
maintained by WikiProject
WikiProject Mathematics
Sources (2)

via Wikidata · CC0

~36 min read

Encyclopedic overview

In probability theory and statistics, Student's t distribution (or simply the t distribution)

t

Excerpted from Wikipedia’s “Student's t-distribution” article, available under the CC BY-SA 4.0 licence.

Connections

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