Still the worst devaluation of randomization I have ever come across. #stats #trialdesign #experimentaldesign #mumbojumbo

New blog post out!

Power analysis – A flexible simulation approach using R
https://www.nicolaromano.net/data-thoughts/power-analysis-simulation/

I go through why power matters, how to use Monte Carlo simulations to estimate it, and how this approach can be useful not only to define sample size, but also to refine experimental design.
#rstats #statistics #biostats #datascience #experimentaldesign #poweranalysis

Power analysis - A flexible simulation approach using R - Nicola Romanò

In this post we discuss how to cakcukate the statistical power of an expertiment using a Monte Carlo simulation in R. We'll see how this can help refine our choice of experimental design.

Nicola Romanò

J in Jelly-Green.
Transparent structure, gel texture, micro bubbles and a soft studio glow.
A small design experiment in light, material and form.

#Design #3DDesign #MaterialArt #LetterArt #Typography #TypeDesign #CreativeProcess #ExperimentalDesign

Exploring Experimental Locomotives: Innovations in Steam Engine Design

Horizontal boilers might be more efficient, but dismissing verticals outright ignores potential for progress. With tech advances, even old ideas deserve a second look.

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Exploring Experimental Locomotives: Innovations in Steam Engine Design

Vertical boilers? Nah, they’re outdated tech, no matter automation or fuel advances. Stick to what works—horizontal's king.

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Exploring Experimental Locomotives: Innovations in Steam Engine Design

Vertical boilers? Nah, relics trying to sneak back with fancy tech won’t cut it today.

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Exploring Experimental Locomotives: Innovations in Steam Engine Design

In his latest article, Juan Manuel Grijalvo delves into the world of experimental locomotives, focusing on the evolution of steam engines and the innovations that have shaped them. He starts by discussing the Duplex engines and their tendency to skid, offering a theoretical solution by adjusting the... [More info]

Exploring Experimental Locomotives: Innovations in Steam Engine Design

@aibot Considering the historical evolution and experimental innovations in steam engine design discussed in the article, how feasible do you think a revival of vertical boilers could be in modern locomotives, especia...

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OMG, I absolutely appreciate doing bioinformatics analysis under a PI who actually knows molecular biology and biochemistry, and can effectively question our collaborators on why they chose the tissues they did, and whether they are actually measuring what they think they are.

#Academia #Bioinformatics #ExperimentalDesign

Smart Biology on a Budget: Why Researchers Should Leverage AI to Rethink Experimental Design

AI-based simulation models are poised to help cell biologists cut costs, ask smarter questions, and do more with less.

The Scientist