🇺🇸 Chartered Alternative Investment Analyst (CAIA) · subject

Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets Syllabus

The Structured Products and Digital Assets syllabus for Chartered Alternative Investment Analyst (CAIA) in full: 4 chapters, 13 topics and 26 sub-topics, every one listed below, plus 50 Structured Products and Digital Assets flashcards with answers.

4Chapters
13Topics
26Sub-topics
50Flashcards

Structured Products and Digital Assets syllabus: all 4 chapters

Expand any chapter to see its topics and sub-topics.

  1. Credit Risk and Credit Derivatives

    3 topics
    • Fundamentals of credit risk
      • Probability of default and loss given default
      • Credit spreads and ratings
    • Credit default swaps
      • Single-name and index CDS
      • Settlement and credit events
    • Modeling credit risk
      • Structural (Merton) models
      • Reduced-form models
  2. Securitization and Collateralized Structures

    3 topics
    • Securitization process
      • Special purpose vehicles and tranching
      • Credit enhancement and waterfalls
    • Mortgage- and asset-backed securities
      • RMBS, CMBS, and ABS
      • Prepayment and extension risk
    • Collateralized debt and loan obligations
      • CDO and CLO structures
      • Equity, mezzanine, and senior tranches
  3. Structured Products and Linear/Nonlinear Payoffs

    3 topics
    • Building blocks of structured products
      • Zero-coupon bonds plus options
      • Principal protection mechanisms
    • Payoff engineering
      • Participation rates and caps
      • Barrier and digital features
    • Risks and pricing
      • Counterparty and liquidity risk
      • Embedded option valuation
  4. Digital Assets and Blockchain

    4 topics
    • Blockchain and distributed ledger fundamentals
      • Consensus mechanisms and decentralization
      • Public versus private ledgers
    • Cryptocurrencies and tokens
      • Bitcoin and smart-contract platforms
      • Stablecoins, utility, and security tokens
    • Decentralized finance and tokenization
      • DeFi protocols and staking
      • Tokenization of real-world assets
    • Risks and valuation of digital assets
      • Custody, security, and regulatory risk
      • Valuation challenges and volatility

Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets flashcards — 50 questions with answers

  1. What are the three primary components of credit risk?

    Default risk (probability the borrower fails to pay), recovery/loss-given-default risk (the magnitude of loss if default occurs), and credit spread/downgrade risk (the risk that the credit's market spread widens or its rating is downgraded).

  2. Define expected loss (EL) and give its standard formula.

    Expected loss is the anticipated average credit loss over a period: EL = PD × LGD × EAD, where PD = probability of default, LGD = loss given default (1 − recovery rate), and EAD = exposure at default.

  3. What is the difference between probability of default (PD) and loss given default (LGD)?

    PD is the likelihood that a borrower fails to meet its obligations over a horizon; LGD is the percentage of exposure actually lost after recoveries if default occurs (LGD = 1 − recovery rate).

  4. What is a credit default swap (CDS) and who are its two counterparties?

    A CDS is a bilateral OTC contract transferring credit risk of a reference entity. The protection buyer pays a periodic premium (the spread) and the protection seller compensates the buyer for credit losses if a defined credit event occurs.

  5. List the standard ISDA credit events that can trigger a CDS payout.

    Bankruptcy, failure to pay, restructuring, obligation acceleration, obligation default, and repudiation/moratorium (the last two mainly for sovereigns).

  6. How is a CDS settled physically versus in cash?

    Physical settlement: the buyer delivers the defaulted reference obligation to the seller in exchange for par. Cash settlement: the seller pays the buyer par minus the recovery value (determined via auction), so the buyer keeps the bond.

  7. State the approximate relationship between the CDS spread, PD, and recovery rate.

    CDS spread ≈ PD × (1 − recovery rate) = PD × LGD (per annum). Equivalently, PD ≈ spread / (1 − recovery rate).

  8. What is the difference between a single-name CDS and a CDS index?

    A single-name CDS references one issuer's credit. A CDS index (e.g., CDX, iTraxx) references a basket of names, giving diversified credit exposure; buying index protection hedges broad credit risk.

  9. What distinguishes structural credit risk models from reduced-form models?

    Structural (Merton-type) models treat default as occurring when firm asset value falls below debt, using equity as a call option on assets. Reduced-form (intensity) models treat default as an exogenous random event modeled by a hazard/default-intensity rate calibrated to market spreads.

  10. In the Merton model, how is a firm's equity characterized?

    Equity is a call option on the firm's assets with strike equal to the face value of debt maturing at T. Debt holders are short a put on the assets; default occurs if asset value at T is below the debt's face value.

  11. What is a hazard rate (default intensity) in a reduced-form model?

    The instantaneous conditional probability of default per unit time given survival so far. Survival probability over time t is e^(−λt) for constant intensity λ, and expected time to default is 1/λ.

  12. What is the securitization process at a high level?

    A sponsor pools illiquid assets (loans, mortgages, receivables), sells them to a bankruptcy-remote special purpose vehicle (SPV), which issues tranched securities backed by the pool's cash flows to investors.

  13. Why is a special purpose vehicle (SPV) used in securitization, and what does 'bankruptcy remote' mean?

    The SPV legally isolates the asset pool from the originator. 'Bankruptcy remote' means a bankruptcy of the originator does not give creditors claims on the SPV's assets, protecting investors' cash flows.

  14. What does 'tranching' accomplish in a securitization?

    Tranching slices pool cash flows into securities of differing seniority and risk (senior, mezzanine, equity). Losses hit junior tranches first via the waterfall, creating securities with different ratings and yields from the same collateral.

  15. List three common forms of credit enhancement in securitizations.

    Overcollateralization (collateral value exceeds issued notes), excess spread (collateral yield exceeds note coupons plus fees), and subordination/tranching plus reserve accounts or third-party guarantees/insurance.

  16. What is the difference between an MBS and an ABS?

    A mortgage-backed security (MBS) is collateralized by mortgage loans (residential RMBS or commercial CMBS). An asset-backed security (ABS) is backed by non-mortgage receivables such as auto loans, credit cards, or student loans.

  17. What is prepayment risk in mortgage-backed securities, and when does it intensify?

    Prepayment risk is the risk that borrowers repay principal early (e.g., refinancing). It intensifies when interest rates fall, returning cash to investors who must reinvest at lower rates—causing negative convexity and contraction risk.

  18. Distinguish a pass-through MBS from a collateralized mortgage obligation (CMO).

    A pass-through passes pooled mortgage cash flows pro rata to all holders. A CMO retranches those cash flows into sequential or planned-amortization classes that redistribute prepayment and maturity risk among tranches.

  19. What is the difference between agency and non-agency MBS?

    Agency MBS are issued/guaranteed by Ginnie Mae, Fannie Mae, or Freddie Mac, carrying little/no credit risk (mainly prepayment risk). Non-agency (private-label) MBS lack a GSE guarantee and carry meaningful credit risk.

  20. What is a collateralized debt obligation (CDO)?

    A CDO is a structured security backed by a diversified pool of debt assets (bonds, loans, ABS) whose cash flows are tranched into notes of varying seniority and rating sold to investors.

Show the other 30 Structured Products and Digital Assets flashcards
  1. How does a collateralized loan obligation (CLO) differ from a generic CDO?

    A CLO is a CDO whose collateral is a pool of senior secured leveraged corporate loans, actively managed by a manager during a reinvestment period; generic CDOs may hold bonds, ABS, or other CDO tranches.

  2. Differentiate a cash CDO from a synthetic CDO.

    A cash CDO buys actual debt assets that fund coupon/principal payments. A synthetic CDO gains credit exposure by selling protection via CDS on a reference portfolio, earning premiums instead of holding the underlying bonds.

  3. What is the difference between a balance-sheet CDO and an arbitrage CDO?

    A balance-sheet CDO lets a bank remove assets/credit risk from its balance sheet. An arbitrage CDO is created to profit from the spread between the yield on the collateral pool and the lower cost of the issued tranches.

  4. What is the equity (residual) tranche of a CDO/CLO and its risk-return profile?

    It is the most subordinated, unrated tranche that absorbs first losses. It receives residual cash flows after all senior/mezzanine tranches are paid, offering the highest potential return but the greatest risk of total loss.

  5. What are the typical two building blocks of a structured product?

    A bond/zero-coupon (or note) component providing principal protection, and a derivative component (usually one or more options) providing the payoff linked to an underlying asset's performance.

  6. How does a principal-protected note (PPN) work mechanically?

    The issuer buys a zero-coupon bond that grows to par at maturity (protecting principal) and uses the remaining funds to buy call options on an underlying, giving upside participation while protecting the invested principal.

  7. What is the participation rate in a structured note?

    The percentage of the underlying asset's gain passed to the investor. For example, a 70% participation rate means the investor receives 70% of the index's positive return; it is set by how much option exposure the option budget can buy.

  8. What is payoff engineering in structured products?

    The practice of combining bonds and options (and option spreads) to design a desired return profile—such as capped upside, buffers, leverage, or barriers—matching investor risk appetite and market views.

  9. How can a capped/buffered structured note be replicated with options?

    Buy the underlying exposure, sell out-of-the-money calls to fund a cap and raise yield, and buy puts (or use a put spread) to create a downside buffer—combining long/short option positions to shape the payoff.

  10. What is a reverse convertible (reverse exchangeable) note?

    A yield-enhancement product paying a high coupon where the investor is effectively short a put: if the underlying falls below a barrier, the investor receives depreciated shares (or cash loss) instead of full principal.

  11. What is an autocallable structured note?

    A note that automatically redeems early with a fixed coupon if the underlying is at/above a trigger on observation dates; if never triggered, the investor faces downside exposure with possible barrier-based principal loss at maturity.

  12. Name three key risks specific to structured products beyond market risk.

    Issuer credit/counterparty risk (the note is the issuer's unsecured debt), liquidity risk (thin secondary market), and complexity/valuation/pricing-transparency risk (embedded fees and hard-to-value derivatives).

  13. How are structured products generally priced?

    By decomposing into and valuing the bond component (discount the protected principal) plus the embedded derivatives (option pricing models like Black-Scholes/Monte Carlo), then adding issuer fees/margin; the sum should equal the issue price.

  14. What is a blockchain?

    A distributed, append-only ledger of cryptographically linked blocks of transactions, maintained across a decentralized network of nodes that reach consensus, making records tamper-evident and shared without a central authority.

  15. What is a distributed ledger and how does it differ from a traditional database?

    A distributed ledger is replicated and synchronized across multiple independent nodes with no single controlling party; unlike a centralized database, no single entity can unilaterally alter records, and consensus governs updates.

  16. Compare Proof of Work and Proof of Stake consensus mechanisms.

    Proof of Work secures the chain by miners expending computational power to solve puzzles (energy-intensive, e.g., Bitcoin). Proof of Stake selects validators based on staked coins they can lose for misbehavior—more energy-efficient (e.g., Ethereum).

  17. What distinguishes a public (permissionless) blockchain from a private (permissioned) one?

    Public/permissionless chains let anyone join, transact, and validate (e.g., Bitcoin). Private/permissioned chains restrict participation and validation to approved entities, offering more control and privacy but less decentralization.

  18. What is a smart contract?

    Self-executing code stored on a blockchain that automatically enforces and executes the terms of an agreement when predefined conditions are met, without intermediaries (e.g., Ethereum smart contracts).

  19. What is the difference between a coin and a token?

    A coin is a cryptocurrency native to its own blockchain (e.g., BTC, ETH) used as money/gas. A token is built on top of an existing blockchain (e.g., ERC-20 on Ethereum) representing assets, utility, or governance rights.

  20. What is a stablecoin and what are its main collateral types?

    A cryptocurrency designed to maintain a stable value (often pegged to a fiat like USD). Types: fiat-collateralized (reserves, e.g., USDC), crypto-collateralized/overcollateralized (e.g., DAI), and algorithmic (supply-adjusting, historically fragile).

  21. What distinguishes a fungible token from a non-fungible token (NFT)?

    Fungible tokens (e.g., ERC-20) are interchangeable and identical in value (one unit equals another). NFTs (e.g., ERC-721) are unique, indivisible tokens representing ownership of a distinct asset, not mutually interchangeable.

  22. What is a utility token versus a security token?

    A utility token grants access to a product/service or network function. A security token represents an investment with profit expectation from others' efforts (often passing the Howey test) and is subject to securities regulation.

  23. What is decentralized finance (DeFi)?

    Financial services—lending, borrowing, trading, derivatives—built on public blockchains using smart contracts, operating peer-to-peer without traditional intermediaries like banks or brokers.

  24. What is an automated market maker (AMM) and the constant product formula?

    An AMM is a decentralized exchange mechanism pricing assets algorithmically from liquidity pools rather than an order book. The constant product formula is x × y = k, where pool reserves x and y keep their product k constant across trades.

  25. What is impermanent loss in DeFi liquidity provision?

    The temporary loss a liquidity provider suffers when the relative prices of pooled tokens diverge from their deposit ratio; the LP ends with less value than simply holding the tokens, becoming permanent only if withdrawn at the diverged prices.

  26. What is asset tokenization?

    Representing ownership rights of a real or financial asset (real estate, equities, bonds, art) as digital tokens on a blockchain, enabling fractional ownership, faster settlement, and broader transferability/liquidity.

  27. Name three major risks unique to digital assets.

    Custody/private-key security risk (loss or theft is irreversible), smart-contract/protocol risk (code bugs or exploits), and regulatory/legal uncertainty—plus extreme price volatility and liquidity/market-manipulation risk.

  28. Why is valuing cryptocurrencies difficult, and what frameworks are used?

    They lack cash flows, so traditional DCF rarely applies. Approaches include network value models (Metcalfe's law/active addresses), stock-to-flow scarcity, NVT ratio (network value to transactions), cost-of-production, and relative/comparable valuation.

  29. What is the NVT ratio and how is it interpreted for crypto valuation?

    Network Value to Transactions ratio = market capitalization ÷ daily on-chain transaction volume. A high NVT suggests the network may be overvalued relative to its economic throughput (analogous to a P/E ratio).

  30. What is the difference between a hot wallet and a cold wallet for digital-asset custody?

    A hot wallet is connected to the internet—convenient but more vulnerable to hacks. A cold wallet stores private keys offline (hardware/paper), greatly reducing cyber-theft risk at the cost of accessibility.

Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets FAQ

What is in the Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets syllabus?

Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets is split into 4 chapters: Credit Risk and Credit Derivatives, Securitization and Collateralized Structures, Structured Products and Linear/Nonlinear Payoffs and Digital Assets and Blockchain. Together they contain 13 topics and 26 sub-topics.

How many chapters are in Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets?

4 chapters, containing 13 topics and 26 sub-topics. The largest chapter is Digital Assets and Blockchain, with 4 topics.

Are there flashcards for Chartered Alternative Investment Analyst (CAIA) Structured Products and Digital Assets?

Yes — a 50-card Structured Products and Digital Assets deck, printed in full in the flashcards section of this page and available in the Examius app with spaced repetition. The free plan covers one exam of your choice, including its flashcards; Examius Pro, a one-time purchase, unlocks every other exam and deck.