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All-hypothesis research

  • samrodriques
  • Jan 8
  • 1 min read

First we had hypothesis-driven research. But our measurement techniques have become so high-throughput that investigating one hypothesis at a time seems poorly suited to the task.


So then we had hypothesis-free research. But without knowing the hypothesis, you can never be sure the experiment is well-suited to the discovery.


So, finally, we will have all-hypothesis research, where experimental design will explicitly consider the entire distribution of possible hypotheses, and be chosen to maximize information gain.


(I think this will also help to get rid of p-hacking, because you can't p-hack if you explicitly consider the entire distribution of possible statistical analyses. I.e., if you measure the entire distribution of p over statistical methods, rather than cherrypicking statistical methods to obtain a specific value for p.)

 
 
 

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12 Comments


Lilly Flank
Lilly Flank
Oct 10

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Ashley. David.
Ashley. David.
Jul 17

Rigorous hypothesis research yields robust findings! A capstone project similarly demands impeccable validation of its core arguments. Opting to edit my capstone project online is crucial for this definitive academic work. This commitment to scholarly validation is what Academic Editors excels at.

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Jose Wages
Jose Wages
Jul 10

This blog offers a thoughtful breakdown of how hypotheses function in research, especially in experimental design. While working on an assignment related to hypothesis development, I came across a resource that really helped, Journal Editing and proofreading services. They ensured my paper was clear, concise, and publication-ready, which was crucial for presenting well-structured research. Great read and very informative!

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Apr 27

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Layla Lee
Layla Lee
Apr 16

All-hypothesis research tests every possible explanation without bias, perfect for analyzing behavior in Grand Theft Auto V. From NPC actions to player choices, this method helps uncover hidden patterns and game mechanics. In GTA V's vast world, all-hypothesis thinking reveals how chaos, crime, and consequence interplay beneath the surface.

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