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Anchoring and base rate neglect are the two biases that cost money

Daniel Kahneman · Thinking, Fast and Slow

The idea

Kahneman catalogues dozens of biases. Two of them do most of the damage in finance. Anchoring is the pull of the first number you saw, whether it was the last price, the headline valuation or the opening bid, on every estimate you make afterwards. Base rate neglect is judging a case on its details while ignoring how often cases like it succeed. A founder's story is vivid; the fact that most companies in that category fail is not. Being able to explain each with an example of your own is what the behavioural questions are testing.

Before estimating, ask what number is anchoring you and what the base rate is for cases like this.

When it works

Valuation, deal pricing, forecasting, and the behavioural finance questions in hedge fund and asset management interviews.

When it may fail

Knowing a bias does not remove it, and the research on debiasing is less encouraging than the research on biases. The practical defence is a process that forces the base rate in, not awareness.

How to use it

For a valuation, do the base-rate step first: what do companies like this usually grow at and trade for? Only then open the model, so the model's assumptions are checked against the class rather than against the story.

Where it came from

Book Thinking, Fast and Slow · Daniel Kahneman

What the source says. The research behind every behavioural question you will be asked, with anchoring and base rate neglect as the two to explain with an example of your own.

Find it on the shelf Written from L3VLUP’s own notes on the work · reviewed 2026-10-16

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