http://financemetrics.scienceontheweb.net Maximising the value of a portfolio. Calculating #Variance, #CoVariance and portfolio Variance using the magic of Matrix Algebra. Calculations feature 5 ftse stocks, BP, Vodafone, UU.L, Tesco and Morrison. Detailed exposition leads one through x transpose multiplied b x. #MatrixAlgebra
FinancialAnalysis

Universal rulebook alert! πŸ“– Einstein’s Principle of Covariance says physics works the same everywhereβ€”Earth, rockets, or black holes! 🌌 Spacetime bends, but the laws hold tight! #Covariance #Relativity #Physics

#statstab #331 A geometric interpretation of the covariance matrix

Thoughts: Does this help interpretation? What do people think?

#covariance #dataviz

https://www.visiondummy.com/2014/04/geometric-interpretation-covariance-matrix/

A geometric interpretation of the covariance matrix

In this article, we provide a geometric interpretation of the covariance matrix, exploring the relation between linear transformations and data covariance.

Computer vision for dummies
How would you explain covariance to someone who understands only the mean?

...assuming that I'm able to augment their knowledge about variance in an intuitive fashion ( Understanding "variance" intuitively ) or by saying: It's the average distance of the data va...

Cross Validated

'Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables', by Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang.

http://jmlr.org/papers/v25/23-1052.html

#causal #causally #covariance

Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables

Π“Π΄Π΅ ΠΌΠ½Π΅ это пригодится Π² ΠΆΠΈΠ·Π½ΠΈ ΠΈΠ»ΠΈ ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Nothing Π² Kotlin Π½Π° ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π΅

Π’ Π΄Π°Π½Π½ΠΎΠΉ ΡΡ‚Π°Ρ‚ΡŒΠ΅ я Ρ…ΠΎΡ‡Ρƒ ΠΏΠΎΠΊΠ°Π·Π°Ρ‚ΡŒ, ΠΏΠΎΡ‡Π΅ΠΌΡƒ развитая систСма Ρ‚ΠΈΠΏΠΎΠ² Π² языкС программирования это Π·Π΄ΠΎΡ€ΠΎΠ²ΠΎ. Π― ΠΏΠΎΠΏΡ€ΠΎΠ±ΡƒΡŽ провСсти нСбольшой Π»ΠΈΠΊΠ±Π΅Π· ΠΎ Ρ‚Π°ΠΊΠΈΡ… Π½Π° ΠΏΠ΅Ρ€Π²Ρ‹ΠΉ взгляд слоТных Π²Π΅Ρ‰Π°Ρ…, ΠΊΠ°ΠΊ sealed-ΠΈΠ΅Ρ€Π°Ρ€Ρ…ΠΈΠΈ, ΠΊΠΎΠ²Π°Ρ€ΠΈΠ°Π½Ρ‚Π½ΠΎΡΡ‚ΡŒ ΠΈ Ρ‚ΠΈΠΏ Nothing Π½Π° понятном практичСском ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π΅ создания своСй Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ Ρ‚ΠΈΠΏΠ° ΠΈΠ· Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΎΠ½Π°Π»ΡŒΠ½ΠΎΠ³ΠΎ программирования Either.

https://habr.com/ru/articles/809711/

#kotlin #систСмы_Ρ‚ΠΈΠΏΠΎΠ² #Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΎΠ½Π°Π»ΡŒΠ½ΠΎΠ΅_ΠΏΡ€ΠΎΠ³Ρ€Π°ΠΌΠΌΠΈΡ€ΠΎΠ²Π°Π½ΠΈΠ΅ #either #ΠΊΠΎΠ²Π°Ρ€ΠΈΠ°Π½Ρ‚Π½ΠΎΡΡ‚ΡŒ #covariance #nothing

Π“Π΄Π΅ ΠΌΠ½Π΅ это пригодится Π² ΠΆΠΈΠ·Π½ΠΈ ΠΈΠ»ΠΈ ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Nothing Π² Kotlin Π½Π° ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π΅

О Ρ‡Π΅ΠΌ эта ΡΡ‚Π°Ρ‚ΡŒΡ? Π’ Π΄Π°Π½Π½ΠΎΠΉ ΡΡ‚Π°Ρ‚ΡŒΠ΅ я Ρ…ΠΎΡ‡Ρƒ ΠΏΠΎΠΊΠ°Π·Π°Ρ‚ΡŒ, ΠΏΠΎΡ‡Π΅ΠΌΡƒ развитая систСма Ρ‚ΠΈΠΏΠΎΠ² Π² языкС программирования это Π·Π΄ΠΎΡ€ΠΎΠ²ΠΎ. Π― ΠΏΠΎΠ΄Ρ€ΠΎΠ±Π½ΠΎ расскаТу ΠΊΠ°ΠΊ устроСн класс Either ΠΈΠ· Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊΠΈ Arrow , Ρ€Π°Π·Π±Π΅Ρ€Ρƒ...

Π₯Π°Π±Ρ€

πŸ€” Invariance, Covariance, and Contravariance in .NET C# πŸ€·β€β™‚οΈ

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➑️ It happened to me and many other developers. I even know experienced developers who are using them but still can’t understand them well enough.

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Invariance, Covariance, and Contravariance in .NET C#

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#dotnet #variance #covariance #contravariance #invaraince

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πŸ€” Invariance, Covariance, and Contravariance in .NET C# πŸ€·β€β™‚οΈ

➑️ If it is so hard on you to really understand this topic, don’t feel ashamed of it, you are not alone.

➑️ However, this is the past. In this article, you are going to understand it once and for all.

Invariance, Covariance, and Contravariance in .NET C#

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#dotnet #variance #covariance #contravariance #invaraince

Variance, Invariance, Covariance, and Contravariance

Simple explanation of Invariance, Covariance, Contravariance in DotNet (.NET) C#

DevelopmentSimplyPut

update - we have covariances and a centriod for this unique porthale behavior going on in salem, oregon

https://porthales-of-salem.glitch.me/

- still thinking about if I should be done or make a wrapper website. The goal is to spark creativity in my community - write, think, discuss what would happen if you so choose to go into the porthale (portal +porthole)

#covariance #mathart #RPG #salemOregon

Towards fully covariant machine learning

Any representation of data involves arbitrary investigator choices. Because those choices are external to the data-generating process, each choice leads to an exact symmetry, corresponding to the...

OpenReview