🚀 Behold! A dazzling spectacle of syntax highlighting that only a true tree-sitter enthusiast could love. 🤓 Dive into the riveting world of "Arborium," where #WASM and #cargo join forces to deliver the most thrilling experience since watching paint dry. 🌳✨ Prepare your mind to be mildly entertained by randomly selected themes, because who doesn't love a good #randomization in their syntax highlighting? 😂
https://arborium.bearcove.eu/ #syntaxhighlighting #Arborium #treesitter #HackerNews #ngated

#statstab #460 {permuco} permutation tests in linear models with nuisances variables

Thoughts: Supports ANOVA, ANCOVA, t-tests and more.

#permutation #randomization #ANOVA #rstats #r #pvalues #ancova #ttest

https://jaromilfrossard.github.io/permuco/index.html

#statstab #413 Counternull Sets in Randomized Experiments

Thoughts: The counternull is a lost statistic, that is woefully underused when teaching stats.

#counternull #nhst #pvalue #effectsize #teaching #randomization #rosenthal

https://www.tandfonline.com/doi/pdf/10.1080/00031305.2024.2432884?download=true

#statstab #318 Simple permutation tests in R
by #MacTheobio

Thoughts: A very good small sample problem solution is using permutation tests. But, there are various ways to conduct these.

#permutation #randomization #montecarlo #R #smallsample

https://mac-theobio.github.io/QMEE/lectures/permutation_examples.notes.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

#statstab #257 Permutation tests are robust and powerful at 0.5% and 5% significance levels

Thoughts: Permutation tests are cool and useful to learn, although they come with some quirks.

#permutation #randomization #ttest #ordinal #metricdata

https://link.springer.com/article/10.3758/s13428-021-01595-5

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

'Faster Randomized Methods for Orthogonality Constrained Problems', by Boris Shustin, Haim Avron.

http://jmlr.org/papers/v25/21-1022.html

#preconditioning #randomization #randomized

#statstab #156 Exact and asymptotic p-values

Thoughts: An important stats lesson is to be specific with terms. Exact p-values are not the same as asymptotic p-values (what most tests report w/o specifying).

#pvalues #nhst #permutation #randomization

https://analyse-it.com/docs/user-guide/101/exact-asymptotic-p-values

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

#statstab #145 {infer} package: Perform statistical inference using an expressive statistical grammar

Thoughts: Great tool for teaching #randomization based inference (and #NHST), by making hypothesis testing explicit.

#r #tidyverse #rstats #bootstrap

https://www.tidyverse.org/blog/2021/08/infer-1-0-0/

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

Maximize your game's replayability with Unity's built-in randomization tools! 🎲 #UnityTips #Unity #Unity3D #GameDev #IndieDev #Randomization Learn how: https://docs.unity3d.com/ScriptReference/Random.html

#statstab #101 Randomization tests make fewer assumptions [...]

Thoughts: "...makes no assumption about whether the sample is representative." Haven't heard this before, but as I've covered in #47-#48, rand tests have their own quirks.

#randomization

https://www.rdatagen.net/post/2021-03-02-randomization-tests/

#statstab #48 Studentized permutation tests for non-i.i.d. hypotheses

Thoughts: Continuing my cleaning of RI approaches, this paper is a bit dense but shows a nice Welch's version of Rand tests.

#permutation #randomization #NHST #pvalues

https://www.sciencedirect.com/science/article/pii/S0167715297000436