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CFA Level II Updated
How is the remeasurement gain or loss calculated under the temporal method, and where does it go?
Under the temporal method, the remeasurement gain or loss is the balancing figure that arises from translating monetary and non-monetary items at different exchange rates. It is recognized in the income statement, not OCI.
How does IFRS handle financial reporting for subsidiaries in hyperinflationary economies?
Under IAS 29, financial statements of subsidiaries in hyperinflationary economies are first restated to current purchasing power using a general price index, then translated to the parent's currency at the current exchange rate. Monetary gains or losses from holding net monetary items during inflation are recognized in the income statement.
How do different accounting method choices affect ratio comparisons between companies?
Analysts adjust for different accounting methods by converting LIFO to FIFO using the LIFO reserve, capitalizing operating leases, and restating other differences to a common basis. The adjustments change inventory turnover, margins, leverage, and return ratios.
How does a recurrent neural network differ from a feedforward network?
RNN carries hidden state across time steps with shared weights. Suits sequences but vanilla RNNs suffer vanishing gradients.
How is a bargain purchase gain recognized and what causes it?
A bargain purchase arises when fair value of identifiable net assets exceeds total consideration. Before recognizing the gain in earnings, the acquirer must reassess identification and measurement. Common causes include distressed sales and forced divestitures...
How does DCC model dynamic conditional correlations efficiently?
DCC decomposes conditional covariance into time-varying volatilities and correlations, estimated in two stages with just two parameters governing correlation dynamics.
How do multivariate GARCH models capture volatility dynamics across assets?
Multivariate GARCH models time-varying covariance matrices via parameterizations like VEC, BEKK, CCC, and DCC, each trading flexibility against dimensionality.
How are illiquidity adjustments applied in fair value measurement?
Illiquidity discounts reduce fair value for restricted or thinly traded positions. Methods include restricted stock studies, put option proxies, and pre-IPO studies. Level 1 prohibits blockage discounts on quoted prices.
What are CVA and DVA adjustments to derivative fair value?
CVA reduces derivative assets for counterparty default risk. DVA reduces derivative liabilities for your own default risk. Both are Level 2 or 3 adjustments to risk-free fair value.
How should I analyze dual-class share structures?
Dual-class shares give insiders super-voting rights; assess the ownership wedge, sunset provisions, and sovereign discount of 50-150 bps on cost of equity.
What is a vulture fund and how does it operate?
Vulture funds specialize in buying deeply distressed sovereign, corporate, or municipal debt at single-digit cents on the dollar, pursuing aggressive legal recovery.
What pitfalls should I watch out for with one-hot encoding?
Three common pitfalls with one-hot encoding: the dummy variable trap, curse of dimensionality, and train/test category mismatch.
What are the main ways to encode categorical variables for regression and when should I use each?
The right encoding depends on the model type and what you want the coefficients to mean. Four common choices: reference coding, effect coding, one-hot, and target encoding.
How do I construct an iron condor and when does it work best?
An iron condor sells an OTM strangle and buys further-OTM wings for defined risk — ideal for range-bound markets with elevated implied vol.
How does a long strangle differ from a straddle and when is it preferred?
A strangle uses OTM options for a cheaper entry but wider breakevens — better for expected large moves, worse for modest moves.
How does the fair value option work for financial liabilities?
Under FVO for financial liabilities, own credit risk changes go to OCI and are not reclassified; other fair value changes hit P&L. This prevents counterintuitive gains from credit deterioration.
How does Porter's focus strategy work and when does it beat broad strategies?
Focus strategy concentrates on a narrow segment and pursues cost focus or differentiation focus within it. Wins when segment needs differ from the broader market, broad competitors serve it poorly, and the segment is large enough to be profitable...
Differentiation vs cost leadership: how do I tell which strategy a company is pursuing?
Cost leaders show below-median gross margins, high asset turnover, low R&D and marketing intensity, concentrated suppliers, and standardized SKUs. Differentiators show the opposite: premium margins, lower turnover, heavy R&D...
What's the difference between common factor variance and specific variance?
Variance decomposes into common (systematic) and specific (idiosyncratic) parts. Common variance equals factor exposures times factor covariance. Specific variance diversifies away...
How do I compute effective convexity for a bond with embedded options?
Effective convexity uses finite differences: (P− + P+ − 2×P0) / (P0 × (Δy)²). Requires an option-aware pricing model to revalue at shifted yields.
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