CAIA Level II · Due Diligence and Selecting Managers · Free Lesson

Tail Events, Fraud, and Investment Due Diligence

Free CAIA Level II lesson in Due Diligence and Selecting Managers. 53 min read, ~7,970 words.

When returns look too good to be true, due diligence is your best protection: Madoff's smooth returns, which Harry Markopolos told the SEC in 2005 he could not reproduce, hid a Ponzi scheme until 2008. This lesson covers the curriculum's tail-event cases (market losses, leverage and behavioral biases, trading technology, fraud, and complexity), then the structured investment due diligence process allocators run on every private fund.

Problems driven by market losses. When a fund collapses during market stress, the collapse usually combines external pressure with internal flaws that predate the stress, like a poorly built structure failing in a storm.

Amaranth Advisors (2006). Amaranth was a self-described multi-strategy hedge fund, but by 2006 it had devoted roughly half its capital to natural gas, generating about 75% of profits. Star trader Brian Hunter, based in Calgary far from the Greenwich head office, established long winter delivery contracts and short nonwinter contracts. The fund started 2006 at $7.5 billion, soared to $9.2 billion, then tumbled below $3 billion, losing $6.6 billion total.

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Common mistakes

Bottom line

Exam shortcut

For leverage questions, remember σE=L×σA\sigma_E = L \times \sigma_A in the short run, an N-sigma event is N standard deviations from the mean, and under normal returns large-loss probability grows far faster than LL. For valuation questions, classify by the source of the price: identical actively traded quote (Level 1), active-market quotes for similar assets or corroborated observable inputs (Level 2), estimates relying on ambiguous or unobservable inputs such as volatility (Level 3).

The full lesson (about 7,970 words, 53 min read) adds 2 worked examples, all 5 common mistakes, a self-check, free in the app.

Learning objectives

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