Uploaded April 2026 | Updated September 2026, 2 weeks ago
In this video, we show several sample distributions pulling from a uniform distribution. We see that as our sample size increases, the sample distribution of means approaches a normal distribution. In particular, we show samples of size 1, which don't match the normal curve, followed by samples of size 10, which yield a somewhat normal curve of sample means, and then samples of size 30, which is a quite tight normal curve.
If you like this video, consider subscribing to the channel or consider buying me a coffee: buymeacoffee.com/VisualProofs. Thanks!
To learn more, check out one of these free textbooks:
openstax.org/details/books/introductory-statistics-2e
openintro.org/book/ims
openintro.org/book/os
Check out other Synthwave and Math Videos:
youtube.com/playlist?list=PLZh9gzIvXQUsNIO0jVHE6kTkH0Q6IFJ1R&si=Z_99vKOF1GeND5sS
#statistics #centrallimittheorem #limittheorem #normaldistribution #normalcurve #theorem #math #manim #distributions #normalcurve #animation #randomization #simulation
To learn more about animating with manim, check out:
https://manim.community
___________________________________
Music in this video:
Escape by Aries Beats | soundcloud.com/aries4rce
Royalty Free Music by free-stock-music.com
Creative Commons / Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
creativecommons.org/licenses/by-sa/3.0/deed.en_US
In this video, we show several sample distributions pulling from a uniform distribution. We see that as our sample size increases, the sample distribution of means approaches a normal distribution. In particular, we show samples of size 1, which don't match the normal curve, followed by samples of size 10, which yield a somewhat normal curve of sample means, and then samples of size 30, which is a quite tight normal curve.
If you like this video, consider subscribing to the channel or consider buying me a coffee: buymeacoffee.com/VisualProofs. Thanks!
To learn more, check out one of these free textbooks:
openstax.org/details/books/introductory-statistics-2e
openintro.org/book/ims
openintro.org/book/os
Check out other Synthwave and Math Videos:
youtube.com/playlist?list=PLZh9gzIvXQUsNIO0jVHE6kTkH0Q6IFJ1R&si=Z_99vKOF1GeND5sS
#statistics #centrallimittheorem #limittheorem #normaldistribution #normalcurve #theorem #math #manim #distributions #normalcurve #animation #randomization #simulation
To learn more about animating with manim, check out:
https://manim.community
___________________________________
Music in this video:
Escape by Aries Beats | soundcloud.com/aries4rce
Royalty Free Music by free-stock-music.com
Creative Commons / Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
creativecommons.org/licenses/by-sa/3.0/deed.en_US










