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What is MCMC and when do I need it?
Markov Chain Monte Carlo generates samples from a probability distribution by constructing a Markov chain whose stationary distribution is the target...
How is FLEV defined in Penman's framework vs traditional D/E?
FLEV = Net Financial Obligations / Common Equity, netting cash against debt. Borealis's 0.60 captures true financing risk. Appears in Penman's ROE = RNOA + FLEV x (RNOA - NBC), properly isolating operating vs financing performance.
What techniques do CFA-level advisors use to manage client behavioral biases?
Three high-leverage techniques: (1) Moderate, adapt, or educate based on Pompian's framework — wealthy emotional clients get moderated, cognitive clients get educated, middle ground adapts; (2) Written IPS with behavioral guardrails; (3) Nudges and framing...
How does net investment hedge accounting work for foreign subsidiaries?
Net investment hedges protect against FX translation exposure on the parent's investment...
How do fair value hedge entries differ from cash flow hedges?
Fair value hedges run both the derivative and the hedged item through P&L immediately...
When should I use a no-arbitrage model vs an equilibrium model?
The choice hinges on purpose: pricing vs. forecasting. No-arbitrage models ensure market prices are reproduced exactly.
How is the Hull-White model calibrated to match the observed yield curve?
Hull-White has dynamics dr = (theta(t) - a*r)dt + sigma*dW. The function theta(t) is chosen so that model bond prices match market prices.
How often should strategic asset allocation be reviewed?
Review SAA every 3-5 years on schedule, plus event triggers: objective change, liability shift, funded status, structural market change, governance change.
What's the practical difference between primary and secondary markets for investors?
Primary markets raise capital for issuers; secondary markets redistribute ownership. The secondary market prices guide IPO pricing, discipline managers, and determine cost of capital.
What are the main types of market organizations I need to know for CFA?
Market organization combines primary/secondary, call/continuous, quote/order-driven, auction/dealer, and lit/dark dimensions. A single venue often mixes several of these features.
Walk me through the five belief perseverance biases with concrete investor examples.
Conservatism underreacts; confirmation cherry-picks; representativeness judges by stereotype; illusion of control overestimates influence; hindsight rewrites past accuracy.
What factors go into municipal bond credit analysis?
Muni credit analysis: economic base, financials, debt burden, pension funding, governance. Crescent Harbor's Aa3 rating reflects strong fund balance but weak pension (61%).
Can you walk through the derivation of the second-order bond price approximation?
Taylor expansion of P(y+Δy) around y yields −MD × Δy for the first order and ½ × C × (Δy)² for the second order, with convexity derived from P''(y)/P.
How do art investment funds structure deals and what are the returns?
Art funds pool capital to acquire artworks with the goal of selling at a gain. The typical structure is a closed-end limited partnership with a 7-10 year life.
How are sovereign credit ratings determined?
Sovereign ratings weigh institutional, economic, fiscal, external, monetary, and event-risk factors. Ratings lag market signals and CDS.
How do I assess a client's risk tolerance for the IPS?
Risk tolerance splits into ability (objective: horizon, wealth, liquidity) and willingness (subjective: psychometric, experience). Reconcile with the lower unless explicit client acceptance.
What is a Hidden Markov Model and how is it used to detect market regimes?
A Hidden Markov Model (HMM) is a doubly stochastic process: an unobserved state sequence S_t evolving by a Markov chain, and an observed emission y_t drawn from a state-specific distribution...
How do I optimize Social Security claiming for a married couple?
Optimal strategy usually has lower earner claim early while higher earner delays to 70, maximizing survivor benefit protection...
What is horizon matching and how does it blend cash flow matching with immunization?
CFM bucket for years 1-5, immunization for years 6+. Cheaper than pure CFM, safer than pure immunization. Rebalance long bucket annually.
How are principal-only (PO) strips priced and why do they have extremely high duration?
PO strips receive only principal payments, purchased at a discount to par. They have extremely high duration because rate changes affect both the discount rate and prepayment speed simultaneously. When rates fall, both faster prepayments and lower discounting reinforce each other, creating amplified price gains.
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