Group Abstract Group Abstract

Message Boards Message Boards

Dimensionality of Politics

Posted 1 year ago
4 Replies
Posted 1 year ago
POSTED BY: Sangdon Lee

To the list of dimension reduction algorithms I would add Independent Component Analysis (ICA) and Non-Negative Matrix Factorization (NNMF). There are resource functions and a paclet that combines them:

So, presumably, I can add other dimension reduction algorithms to "DimensionReducers". I am generally interested in doing that, but that requires for each algorithm to adopt a special mindset for week or two, and, usually, have a special diet. (Well, for me, at least.)


Shangdon, thanks for mentioning my work!

POSTED BY: Anton Antonov
Posted 1 year ago

Why not mention "polarization"? If you have data for congress from 60's to now, you can take the max value from the scree plot as a function of time. Perhaps that's leading to a hypothesis: polarization of the voting spectrum drives loss of nuance in political opinion space. That seems straightforward to prove from a maths point of view, but is likely more difficult to even support at a sociological level.

It would also be interesting to see what else two-party-based political polarization could drive, or at least strongly correlate with. For example, here's another hypothesis: Once the spectrum of law-making is divided into mutual antagonism between left and right, the process of law-enforcement will follow suit by adapting jurisprudence to harsh persecution more often than to lenient forgiveness (never mind the now-forgotten maxims "innocent until proven guilty" and "cruel and unusual punishment", the cancel culture and the mob mentality have both done away with all of that "useless antiquarian thought"!).

There's probably not enough good data about politics and trials during the French revolution, but there are a few well known cautionary tales, the worst one I know is about Antoine Lavoisier who--in addition to being a humanitarian scientist--was guillotined one year and completely exonerated the next.

POSTED BY: Brad Klee

enter image description here -- you have earned Featured Contributor Badge enter image description here Your exceptional post has been selected for our editorial column Staff Picks http://wolfr.am/StaffPicks and Your Profile is now distinguished by a Featured Contributor Badge and is displayed on the Featured Contributor Board. Thank you!

POSTED BY: EDITORIAL BOARD
Reply to this discussion
Community posts can be styled and formatted using the Markdown syntax.
Reply Preview
Attachments
Remove
or Discard