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In this respect, Bayesian inference is more intuitive at its core and in closer alignment with our natural mode of probabilistic reasoning than frequentist inference. For example, we are more interested in the probability that 1 treatment is superior to another (Bayesian probability) than in the probability of obtaining certain data assuming the tr... See more
Understanding the Differences Between Bayesian and Frequentist ...
nico kokonas added 5mo
No physical process can grow indefinitely.
There are always friction terms in the dynamics equation that eventually become dominant (energy consumption, heat dissipation, quantum effects, thermal fluctuations, communication bandwidth, mass/energy density....).
Even processes that *appear* exponential on a long time scale are actually a succession of... See more
There are always friction terms in the dynamics equation that eventually become dominant (energy consumption, heat dissipation, quantum effects, thermal fluctuations, communication bandwidth, mass/energy density....).
Even processes that *appear* exponential on a long time scale are actually a succession of... See more
Yann LeCun • Tweet
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instrumentalism is “the view that theories are merely instruments for predicting observable phenomena or systematizing observation reports.”
Antirealism Will Not Save the DSM From Empirical Inadequacy
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Science may be the pursuit of truth, but scientific language is adept at dressing up insidious ideologies as fundamental truths.
Elan Ullendorff • A brief history of creativity (and power)
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In a free society, at one or another point in your life, you’ll actually have to form your own opinion about something. You’ll do better at that if you have some practice forming opinions. When experts have strong opinions on something, this is a good opportunity to practice your opinion-forming skills, see whether you get the same result as the ex... See more
Contra Kavanagh On Fideism
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This designation is based on the direction the compound rotates polarized light that's shined upon it. If it rotates the light clockwise, it's dextrorotatory, and it's referred to as right-handed. Counterclockwise = levorotatory = left handed. It's important in biochem, not only because biological systems tend to differentiate between the two, but ... See more
Oh, The Places You'll Go When Trying To Figure Out The Right Dose Of Escitalopram
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This probability of obtaining another data set as extreme as the one collected is known as the P value. The P value is often criticized for being misunderstood and misused in the field of medicine.2,3 For example, in contrast to popular belief, the P value is not a measure of how correct a hypothesis is, nor is it a measure of the size or importanc... See more
Understanding the Differences Between Bayesian and Frequentist ...
nico kokonas added 5mo
In a nutshell, the way I have understood it, given a specific set of data, the frequentist believes that there is a true, underlying distribution from which said data was generated. The inability to get the exact parameters is a function of finite sample size. The Bayesian, on the other hand, think that we start with some assumption about the param... See more
When are Bayesian methods preferable to Frequentist?
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It’s important to note that the concept of a field cannot be broken down into something which has a material or mechanical analogy. Sometimes, physicists think of a field as the aggregate effect of exchange or virtual particles which are governed by a quantum field theory, or the effect of the curvature of space time, but it’s important to note tha... See more
An Intuitive Guide to Maxwell’s Equations
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The point of Bayesian decision theory is to help make a decision. Or, more accurately, to describe the optimal way of making a decision, given uncertainty about the outcome.
nico kokonas added 5mo