# How Can Randomness Be Predictable?

Brilliance | Dec. 13, 2017

Take a look at the picture below. Can you guess which box is the result of real-life coin tosses, and which box represents someone's guess of what the result of 100 coin tosses might be? It's a quick exercise in the science of chance.

A Quick Coin Toss

One of UC Berkeley statistics professor Deborah Nolan's favorite classroom activities involves coin flipping. She splits students into two groups, and asks both to write the results of 100 coin tosses on a chalkboard. The catch? One group actually tosses the coin, and one group just writes what they think the results would be. When Professor Nolan returns, she's always able to identify the group that actually tossed the coin, because their results are always littered with seemingly improbable streaks that the other group would have never thought to write down—despite the fact that they're university-level statistics students. This is one demonstration of the law of large numbers: even though a coin always has a 50 percent chance of landing on heads, in five tosses of a coin, you might come back with a streak of four heads. But if you toss that coin 50, 100, or 1,000 times, the average of heads to tails gets ever closer to that true 50 percent probability.

Before You Place The Big Bet

Nolan's experiment demonstrates an important principle to remember when you're on a roll at the casino or a basketball player has a hot streak during a game: most things average out eventually. (But also, there's no such thing as a hot streak. Sorry.)

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