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What's the difference between a credit-linked note (CLN) and a total return swap (TRS), and when would a bank use each?
Both CLNs and TRS transfer credit exposure, but they differ fundamentally. A CLN is funded — the investor puts up cash and receives higher yield with principal at risk. A TRS is unfunded — transferring full economic exposure including price changes.
What is risk factor mapping and how is it used to measure portfolio market risk?
Risk factor mapping is the process of expressing every position in a portfolio as a function of a manageable set of underlying market risk factors. This dimensionality reduction is necessary before computing VaR because modeling every individual security directly is computationally infeasible.
How do external loss data consortia like ORX work?
The Operational Riskdata eXchange (ORX) is the largest global banking consortium for pooling operational loss data, with over 100 member banks sharing anonymized loss events...
How should a pension plan set asset allocation given its liabilities?
LDI allocation scales liability-hedging vs return-seeking with funded ratio, using a glide path anchored in sponsor risk tolerance.
What LGD floors does Basel III final impose and how do they vary?
Basel III final imposes LGD floors: secured corp 20-25%, unsecured corp 25%, retail mortgage 5%, QRRE 50%. Prevents overly optimistic internal estimates. Larchwood's CRE loan LGD flooring raises RWA 66%...
How does distressed investing work? What's the strategy behind buying bonds of companies in or near bankruptcy?
Distressed investing involves buying deeply discounted debt of troubled companies, profiting through restructuring, recovery trading, or asset liquidation. The key strategies include loan-to-own, fulcrum security identification, and trading around restructuring events.
How is machine learning changing the investment management industry? Are robo-advisors and algo trading making human analysts obsolete?
Machine learning is automating portfolio rebalancing, execution, and compliance while augmenting fundamental analysis and asset allocation. Robo-advisors serve mass-market clients, but complex financial planning still requires human judgment.
What are the main types of corporate restructuring and when does each create value?
Corporate restructuring includes divestitures, spin-offs, equity carve-outs, and leveraged buyouts. Each creates value through different mechanisms — from eliminating conglomerate discounts to improving managerial focus to capturing tax shields.
How do currency options work for hedging FX exposure? When would I use them instead of forward contracts?
Currency options give the holder the right to exchange currencies at a predetermined rate. The key advantage over forwards is participating in favorable moves while being protected against adverse ones, but this flexibility comes at the cost of the option premium.
What are the duties to clients under Standard III? Especially suitability and fair dealing.
Standard III governs duties to clients: loyalty and fiduciary duty, fair dealing across all clients, suitability based on Investment Policy Statement assessment, honest performance presentation, and confidentiality.
How does Bayes' theorem work? I need a step-by-step CFA-style example.
Bayes' theorem updates your beliefs when you receive new information. It converts a prior probability into a posterior probability using the formula P(A|B) = P(B|A) x P(A) / P(B).
How do stock exchanges actually match buy and sell orders? I want to understand market microstructure.
Market microstructure is the study of how trading actually happens. There are two primary structures: order-driven markets using central limit order books with price-time priority, and quote-driven markets where dealers provide liquidity.
How should an analyst evaluate changes in the DTA valuation allowance?
The valuation allowance on a DTA signals management's assessment of future profitability. Increases suggest doubt about realizing the DTA; decreases suggest improved outlook. Analysts should evaluate whether VA changes are justified by business fundamentals or used for earnings management.
How do I assess earnings quality using the accruals ratio and Beneish M-score?
Earnings quality is assessed using the accruals ratio (measuring how much income is non-cash) and the Beneish M-score (an eight-variable model that flags potential earnings manipulation). High accruals and M-scores above -1.78 are red flags.
How do structured products like CLOs and ABS fit into fixed income portfolio management?
Structured products like CLOs and ABS are created by pooling underlying assets and issuing tranched claims. They offer yield enhancement, diversification, and floating-rate exposure but carry complexity, model, and liquidity risks that require careful analysis.
How do pension assumptions (discount rate, salary growth, expected return) affect reported financials?
The discount rate, compensation growth rate, and expected return on plan assets each have distinct effects on PBO, pension expense, and funded status. Management can influence reported financials through these assumption choices, making pension footnote analysis critical.
How effective are VIX call options as a tail hedge?
VIX calls on VIX futures (not spot). Term structure contango causes heavy decay. Pay off big in crises but unreliable carry. Combine with SPX puts.
Do stock splits create shareholder value or are they purely cosmetic?
Stock splits increase shares proportionally and reduce per-share price without changing market cap. Arguments for real effects: improved retail liquidity, positive signaling (+2-3% return), optimal trading range. Counter-arguments: fractional shares eliminate liquidity gains, institutions are price-agnostic...
What signals do managers use to time yield curve positioning?
Managers use signals across Fed cycle stage, breakeven inflation, growth momentum, curve mean-reversion, Treasury supply, central bank balance sheet, and positioning data to time curve steepener/flattener trades.
What are the level, slope, and curvature factors of the yield curve?
PCA decomposes yield curve movements into Level (~85%), Slope (~12%), and Curvature (~3%) factors. Together they explain ~99% of daily curve variation, and hedging them in sequence captures progressively more rate risk.
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