Understanding the Probability of Coin Toss and Spin | MathWorld

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Discussion Overview

The discussion revolves around the probability outcomes of coin tossing and spinning, particularly focusing on the claim that spinning a penny results in heads only about 30% of the time. Participants explore the origins of this claim, the implications of bias in coin behavior, and the mathematical and experimental foundations behind these phenomena.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Some participants reference a study by Persi Diaconis that suggests the bias in spinning a coin is due to the uneven weight distribution resulting from the coin's manufacturing process.
  • One participant notes that mathematical proof of the bias is not possible without starting assumptions about probabilities, emphasizing the need for empirical testing.
  • Another participant mentions that the bias in coin flipping is known, but the extent of the difference when spinning is surprising.
  • A later reply highlights a detailed paper co-authored by Diaconis, which claims to provide both empirical evidence and a mathematical description of the bias in coin tossing.
  • There is a light-hearted exchange about the type of coin used in a Super Bowl game, with speculation about whether it might be specially made and biased.

Areas of Agreement / Disagreement

Participants express varying degrees of understanding and acceptance of the bias in coin behavior, with some supporting the idea based on empirical evidence while others question the assumptions behind the claims. The discussion remains unresolved regarding the extent and implications of the bias.

Contextual Notes

Participants note the limitations of relying on assumptions about a "perfect coin" and the potential fallacies that could arise from such assumptions. There is also mention of the need for empirical evidence to substantiate claims about coin behavior.

Icebreaker
From http://mathworld.wolfram.com/CoinTossing.html

More amazingly still, spinning a penny instead of tossing it results in heads only about 30% of the time (Paulos 1995).

Can someone explain this to me? I can't see why this is the case. Is this statement the result of some kind of mathematical proof or a statistical study?
 
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This one is pretty neat Icebreaker, after a quick search this is what I found. Appaerently the work was done by Persi Diaconis(homepage link) who apparently found that because of the extra weight on one side of the coin it was biased when you spin it. You should be able to find some links through his homepage. Here is a write up from science news that gives a quick outline of this interesting research:

Toss Out the Toss-Up: Bias in heads-or-tails

On Wikipedia there is a section on Coin Flipping that also references this phenomena. There are more details and links to the articles that goes further into why this happens. Enjoy and thanx! :biggrin:
 
There is, of course, no way to prove that mathematically because in mathematics we have to start with assumptions about the basic probabilities.

The only way to prove such a statement would be to actually DO it: spin a penny a large number of times and see what happens.

I think I have heard that the reason that happens is that when the penny is stamped out, the die is never perfectly perpendicular.
 
HallsofIvy said:
There is, of course, no way to prove that mathematically because in mathematics we have to start with assumptions about the basic probabilities.

Yes, but the problem is that it wasn't written if the fact was obtained by experiment, or, with the assumption of a perfect coin, was somehow derived. There could have been some fallacy with the "perfect coin" assumption.

I've always known that a coin flip was biased, but I had no idea that there is such a huge difference when the coin is spun.
 
OK guys, before you run amock have a look at the paper co-authored by Diaconis. From his home page at Stanford:

DYNAMICAL BIAS IN THE COIN TOSS

It's 31 pages long and very detailed. Apparently not only is there emperical evidence to support the bias but there is also a rigorous mathematical description to back it up. Here is the abstract:
We analyze the natural process of flipping a coin which is caught in the hand. We prove that vigorously-flipped coins are biased to come up the same way they started. The amount of bias depends on a single parameter, the angle between the normal to the coin and the angular momentum vector. Measurements of this parameter based on high-speed photography are reported. For natural flips, the chance of coming up as started is about .51.

Seems there is a lot more to coin flipping than meets the eye! :biggrin:
 
Which coin do they toss before a superbowl game?
 
Icebreaker said:
Which coin do they toss before a superbowl game?

What do you mean 'which coin'?

How about this:

A Super Duper Special Superbowl Coin! :smile:

Just kidding, I really don't know but I would bet that it is one specially made for that event. Would it be biased? According to the paer if it is flipped vigorously enough it is!
 

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