#variance

In case anyone's keeping score, the idea that JFETs have hugely variable properties and that this problem cannot be - or at least has not been - fixed with different design or manufacturing practices, this batch showed it pretty clearly to me.

20 J113s, minus 1 fake, equals 19 devices. I measured the Vgs / pinch-off voltage and the Id / drain current in my test rig. The result?

6 very distinct bins with between 2 and 6 devices in each. Vgs overall varied from (-) 1.30 V to 2.11 V (variance is 38% of the larger value, or 62% of the smaller...), and Id from 5.7 mA to 12.8 mA, a spread of 125% (!) of the smaller value.

No wonder so many JFET circuits just don't work if you don't hand-match the devices.

#variance #variability #characteristics #measure #measurement #match #JFET #tolerance

PokerBotAI.compokerbotai
2025-06-20

is a long-term endeavour. BotAI software was developed for players that are savvy.

It's not about winning streaks of luck when it comes to poker; it's about systems, not luck streaks.
If you want to make a profit on a constant basis, you should play the long run.

In addition to the end results 📊 is a reflection of the quality of the judgements you make.
is important in the short term, but in the long run, EV is always going to come out on top.

WIST Quotationswist@my-place.social
2025-06-02

A quotation from Nassim Nicholas Taleb

Don’t cross a river if it is four feet deep on average.

Nassim Nicholas Taleb (b. 1960) Lebanese-American essayist, statistician, risk analyst, aphorist
The Black Swan, Part 2, ch. 10 “The Scandal of Prediction” (2007)

Sourcing, notes: wist.info/taleb-nassim-nichola…

#quote #quotes #quotation #qotd #blackswan #assumptions #average #danger #expectations #mean #variability #variance

2025-03-24

🧵
> ... de Moivre's equation in action. The variation of the mean is inversely proportional to the sample size, so small counties display much greater variation than large counties. A county with, say, 100 inhabitants that has no cancer deaths would be in the lowest category. But if it has 1 cancer death it would be among the highest. Counties like Los Angeles, Cook or Miami-Dade with millions of inhabitants do not bounce around like that.
@bsmall2@writing.exchange
#StatisticsClass #Variance #EstimatingMeans

WIST Quotationswist@my-place.social
2025-03-03

A quotation from Nassim Taleb

Mild success can be explainable by skills and labor. Wild success is attributable to variance.

Nassim Nicholas Taleb (b. 1960) Lebanese-American essayist, statistician, risk analyst, aphorist.
Fooled by Randomness, Part 1, ch. 1 (2001)

Sourcing, notes: wist.info/taleb-nassim-nichola…

#quote #quotes #quotation #odds #chance #average #goodluck #hardwork #labor #luck #skill #success #variance

Justin Buzzardjdbuzzard
2025-02-20

Quality Humor - While variances can be a very bad thing to have in certain industries, don't go crazy with the control put in place where it is no longer what is what the client/customer wants.

Dr Mircea Zloteanu ☀️ 🌊🌴mzloteanu
2025-01-24

#265 The limited epistemic value of ‘variation analysis’ (R^2)

Thoughts: Interesting post and comments on what we can and can't say from an r2 metric.

larspsyll.wordpress.com/2023/0

Dr Mircea Zloteanu ☀️ 🌊🌴mzloteanu
2024-12-05

#239 Why Full, Partial, or Approximate Measurement Invariance Are Not a Prerequisite for Meaningful and Valid Group Comparisons

Thoughts: Item loadings should be the same across groups. This is v important & also ok if not 🤷🏼‍♂️

tandfonline.com/doi/full/10.10

PokerBotAI.compokerbotai
2024-12-01

youtube.com/shorts/hmKPfRdKay4

🎲✨ Delve into the scientific analysis of poker variance with our 🤖 Our expertly manages fluctuations, maintaining a positive expected value from 5 to 25 big blinds per 100 hands. 📈

Despite swings of 20,000 big blinds over a million hands, the trend ascends to +60,000 big blinds, showcasing the robustness of AI strategy.

🔍 Full presentation: youtu.be/mNZUFuer3j4
🌐 Learn more: PokerBotAI.com

2024-05-17

This episode is massively better than the last one.

Alex Zapalexzap
2024-05-06


vs
min
max ratio

Risk-Adjusted BTC-Gold-Oil- EURUSD Portfolio Optimization for Quant Traders: AutoEDA, Scipy SLSQP, Markowitz, Sharpe & VAR

👇

Risk-Adjusted BTC-Gold-Oil- EURUSD Portfolio Optimization for Quant Traders: AutoEDA, Scipy SLSQP, Markowitz, Sharpe & VAR
2024-01-20

🤔 Invariance, Covariance, and Contravariance in .NET C# 🤷‍♂️

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

➡️ 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.

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

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Invariance, Covariance, and Contravariance in .NET C#

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If you like the content, make sure others know about it 😉

#dotnet #variance #covariance #contravariance #invaraince

2024-01-20

🤔 Invariance, Covariance, and Contravariance in .NET C# 🤷‍♂️

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

➡️ 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#

developmentsimplyput.com/post/

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#dotnet #variance #covariance #contravariance #invaraince

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