[HN Gopher] Visualizing Bayes Theorem (2009)
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Visualizing Bayes Theorem (2009)
Author : Tomte
Score : 123 points
Date : 2022-01-02 12:21 UTC (10 hours ago)
(HTM) web link (oscarbonilla.com)
(TXT) w3m dump (oscarbonilla.com)
| hintymad wrote:
| Isn't graphical model a most intuitive and generalized
| visualization of Bayesian theory? Not only is it visual and
| intuitive, one can use it to solve practical problems as well.
| For instance, the famous Monty Hall problem is a simple tree for
| any one to grasp and calculate the final probability of each
| outcome.
| chrisgd wrote:
| Is this making the front page because of the NYTimes article on
| pregnancy testing? Seems highly relevant to that discussion
| zmmmmm wrote:
| This is literally how they taught it to us in high school.
| Unfortunately it breaks down when things get a bit more complex
| so it's a bit of a trap for enabling advanced understanding.
| iamcreasy wrote:
| What complex situation you are referring to? I've used it in
| robot localization/filtering algorithm, and things can be
| simplified by assuming the process is stochastic.
| mikotodomo wrote:
| I could understand this as someone who just knows algebra. The
| end part really shows how people shouldn't pretend to understand
| scientific studies and treat themselves.
| laszlokorte wrote:
| I recently built an interactive visualisation [1] to explore
| dependent probabilities in terms of area and side length of
| rectangles.
|
| [1]: https://static.laszlokorte.de/stochastic/
| alan-crowe wrote:
| I like that. I started playing by twiddling P(A). Since
| probabilities add to one, there are only three degrees of
| freedom. I got that the other two degrees, P(B|A) and P(B| not
| A) didn't move, why would they? By contrast P(A|B) and P(A| not
| B) in the other column did move - so far so good.
|
| But P(B) just sat there. Puzzling. Then I realized that it
| starts at P(B|A) = P(B| not A) which is a special case.
|
| An excellent philosophical toy :-)
| apwheele wrote:
| I prefer Gigerenzer's idea of natural frequencies over the Venn
| diagrams. https://www.researchgate.net/figure/Gigerenzer-
| Hoffrage-Natu...
| logshipper wrote:
| There's a very cool 3Blue1Brown video [0] that helps give you an
| intuitive feel for Bayes Theorem.
|
| [0] https://www.youtube.com/watch?v=HZGCoVF3YvM
| debrice wrote:
| An interactive exploration of virus testing using Bayesian theory
| https://observablehq.com/@typehorror/how-to-virus-testing
| gxs wrote:
| This is a great article but I wish the author had picked
| something a little more upbeat as example material.
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