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Equation 1 · Part 6 · Futures Methods and Technological Scenarios in Practice: An Advanced Technical Guide

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B=1N∑i=1N(pi−oi)2B = \frac{1}{N}\sum_{i=1}^{N} (p_i - o_i)^2
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What this part means

The expressions on both sides represent the same quantity under the stated assumptions.

Its job in the formula

The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.

The passage around this formula

The Brier score is the mean squared error between a stated probability and the binary outcome (1 if it happened, 0 if it did not): B=1N∑i=1N(pi−oi)2B = \frac{1}{N}\sum_{i=1}^{N} (p_i - o_i)^2. where pip_i is the forecaster’s stated probability on question i and oio_i ∈\in \{0,1\} is the realized outcome. Lower is better; a perfectly calibrated coin-flip forecaster scores 0.25 on a 50/50 question, and a forecaster who says 100 percent and is wrong scores the maximum possible 1.0.

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Learn the underlying idea

An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.

Open the illustrated equality: what the equals sign claims guide →

Sources cited in the article section

These citations provide research context; check each source for the exact claim it supports.