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Equation 1 · Part 7 · Futures Methods and Technological Scenarios in Practice: An Advanced Technical Guide

fraction

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

What this part means

Divide the expression above the line by the one below it.

Its job in the formula

The expression above the fraction bar is divided by the complete expression below it. The denominator must not be zero.

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

A fraction a/b means a divided by b. The top number is the numerator; the bottom number is the denominator, and it cannot be zero.

Open the illustrated fractions: division written vertically guide →

Sources cited in the article section

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