Ask The Wizard #241
For the benefit of my readers who didn’t read that blog, look at the first letter of each line in this memo by California governor Arnold Schwarzenegger (PDF), starting with the line beginning with the letter F.
This was discussed in my companion site Wizard of Vegas. To find an answer, I found a frequency of each letter of the first word in the English Language at Wikipedia.
Word Frequency by First Letter
| Letter | Frequency |
| A | 11.60% |
| B | 4.70% |
| C | 3.51% |
| D | 2.67% |
| E | 2.00% |
| F | 3.78% |
| G | 1.95% |
| H | 7.23% |
| I | 6.29% |
| J | 0.63% |
| K | 0.69% |
| L | 2.71% |
| M | 4.37% |
| N | 2.37% |
| O | 6.26% |
| P | 2.55% |
| Q | 0.17% |
| R | 1.65% |
| S | 7.76% |
| T | 16.67% |
| U | 1.49% |
| V | 0.62% |
| W | 6.66% |
| X | 0.01% |
| Y | 1.62% |
| Z | 0.05% |
To estimate the probability that Arnold’s message was indeed just a coincidence would be Prob(F) × Prob(U) × ... × prob(U) = 0.0378 × 0.0149 × 0.0351 × 0.0069 × 0.0162 × 0.0626 × 0.0149 = 1 in 486,804,391,348. This doesn’t even factor in the fact that a line break conveniently was in the place of the space between the two words.
I’d like to thank Eliot J. and Jonathan F. for their input into this solution.
Sometimes in Washington, the player will be required to make the Fortune side bet to have no commission. I address this rule in my Ask the Wizard column #159.
Let me use this opportunity to state that I oppose all additional tournament costs, unless the extra money paid goes into the prize pool, which is usually not the case. Tournaments are usually structured in a way that paying the additional fees are a good value, so most players invoke the right, including me. Your odds of winning are significantly reduced if you don’t. However, if every player pays the additional fees, then they should drop the pretenses and just charge more for the tournament in the first place.
There is a good column about this in the Las Vegas Review Journal. It quotes professional gambler and fellow actuary Steve Fezzik as saying that the odds favored going for the first down. I agree completely. In general, I think that other coaches punt too often, and too afraid of taking risks. To argue my position I asked fellow math head and sports bettor Joel B., who is much better than me at analyzing football odds mid-game. He offered the following odds:
- Patriot’s probability of making the first down: 60%
- Patriot’s probability of winning, given they make the first down: 100%
- Patriot’s probability of winning, given they miss the first down: 50%
- Patriot’s probability of winning, given they punt: 75%
So, the probability of winning by going for the first down is 60%×100% + 40%× 50% = 60% + 20% = 80%. That is greater than the 75% by punting.
The Monday morning quarterbacks can vilify Belichick all they want, but I applaud his decision. He shouldn’t be judged by the outcome of the game, but by whether or not the odds favored what he did at the time. I strongly feel that they did. A week later in the Ravens/Steelers game the Ravens went for it on 4th and 5, and made it. Although it was a different kind of situation, I’ve yet to hear anybody second-guess that decision.
In the interests of fairness, I am providing a link to an article taking the opposite point of view, titled Belichick’s fourth-and-reckless by Bill Simmons at ESPN.com