Probability & Frequency: Definition and Relationship

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Discussion Overview

The discussion revolves around the relationship between probability and frequency, specifically exploring the meaning of "probability frequency" and its implications in the context of experimental measurements and theoretical concepts.

Discussion Character

  • Exploratory
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Some participants suggest that relative frequency can be viewed as an experimental measurement of probability, noting that it may differ from theoretical probability over a small number of trials but should converge with more trials.
  • One participant provides an example using coin tossing to illustrate how relative frequency can approach theoretical probability with an increasing number of trials.
  • Several participants seek clarification on the term "probability frequency," with one questioning whether it refers to "relative frequency" and another suggesting it might mean "probability density."
  • A participant inquires about the existence of a formula for frequentistic probability.
  • Another participant emphasizes the need for precision in terminology, suggesting that language barriers may contribute to confusion.

Areas of Agreement / Disagreement

The discussion remains unresolved, with multiple competing views on the definition and implications of "probability frequency." Participants express uncertainty and seek clarification on terminology.

Contextual Notes

Limitations include unclear definitions of terms like "probability frequency" and "frequentistic probability," as well as potential language barriers affecting communication.

isabella
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Can anybody tell me what is the relationship between probability and frequency and hence what is the meaning of probability frequency.
 
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Frequency (or more correctly relative frequency) could be considered an experimental measurement of probability. Over a small number of trials the relative frequence measurments may depart considerably from the theoretical probability, but over a large number of trials the relative frequence should tend toward the theoretical probability.

For example in a coin tossing experiment the theoretical probability of throwing a "head" is 0.5 if the coin is fair. If we throw the coin ten times then on average we'd expect to see heads occur five times, giving a relative frequence for heads equal to 5/10, the same as the theoretical probability.

Of course with only 10 tosses there is also a good chance that we'd see other than 5 heads and the relative frequence differ considerably from the probability. But if we tossed the coin say one thousand times then we'd expect the relative frequency to be much closer to the theroetical value.
 
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So what is the meaning of probability frequency?
 
isabella said:
So what is the meaning of probability frequency?

I assummed you were talking about "relative frequency" as applied to probability. Do you have a link or reference to somewhere the term "probability frequency" is used or defined?
 
Last edited:
Maybe, you mean "probability density"?
 
i want to know if there a formula for frequentistic probability
 
You should be more precise, the notions you are referring to, are not clear at all, perhaps, if English isn't your mother language then try and post these names in your language.
 

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