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It was our use of probability theory as logic that has enabled us to do so easily what was impossible for those who thought of probability as a physical phenomenon associated with "randomness". Quite the opposite; we have thought of probability distributions as carriers of information.
Edwin Thompson Jaynes
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Interpretation

What this quote means

Probability theory provides a logical framework that transforms challenges into manageable concepts, contrasting with viewing it merely as randomness.

In this quote, Edwin Thompson Jaynes emphasizes the power of probability theory when approached as a logical tool rather than merely a description of randomness. This perspective allows for deeper insights and manipulation of probability distributions, which serve as vessels of information rather than just enigmatic occurrences. By viewing probability through the lens of logic, complex problems become solvable, illustrating the importance of conceptual understanding in utilizing mathematical frameworks effectively.

Themes

ProbabilityLogicInformationTheoryRandomness

In practice

Example use cases

In a lecture on statistics, one might use this quote to illustrate the importance of understanding probability theory.

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