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Risk Management puzzles, solved step by step

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All topicsCapital and leverage6Compounding and drawdowns8Correlation and diversification8Counterparty exposure and collateral7Credit risk arithmetic10Duration and rates7Liquidity and balance sheet7Logic, estimation and brainteasers7Operational loss and fraud7Options and Greeks7Probability and base rates8Statistics and estimation10VaR and expected shortfall8
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Showing 1–2 of 2 · filtered from 100Clear filters
  1. 017A Rs 1,000 crore loan pool is tranched into equity from 0 to 5%, mezzanine from 5 to 15% and senior from 15 to 100%. The pool loses 12%. How much does each tranche lose as a share of its size, and what pool loss wipes out the mezzanine?Credit risk arithmeticCoreMoody'sNew York · 2024

    Try it first

    What share of the mezzanine tranche is lost when the pool loses 12%?

    Show the worked solution

    Equity loses 100%, mezzanine 70% and senior nothing; the mezzanine is wiped out at a 15% pool loss. The Rs 120 crore loss fills the tranches from the bottom. Equity absorbs its full Rs 50 crore. The remaining Rs 70 crore falls on the Rs 100 crore mezzanine. The senior tranche starts losing only once pool losses pass 15%, the point where the mezzanine is gone.

    How do losses move through a tranche stack?

    Picture a building flooding from the ground up. The ground floor is soaked before a drop reaches the first floor, and the top floors stay dry until the water climbs to them. Losses fill the tranches from the bottom: each tranche loses nothing until the pool loss passes its attachment pointThe level of pool loss at which a tranche starts to lose money., and everything once the loss passes its detachment point. The equity attaches at 0% and detaches at 5%; the mezzanine attaches at 5% and detaches at 15%.

    Losses fill the stack from the bottom: a 12% pool loss//Equity 0-5%Mezzanine 5-15%Senior 15-100%Pool loss 12%at 15%: mezzanine gone0%5%10%15%20%100%TrancheSize, Rs croreLoss, Rs croreShare of tranche lostEquity5050100%Mezzanine1007070%Senior85000%
    A 12% loss on the Rs 1,000 crore pool wipes out the Rs 50 crore equity tranche, takes Rs 70 crore, or 70%, of the Rs 100 crore mezzanine, and leaves the senior tranche untouched until pool losses pass 15%.
    The relationship
    tranche loss share=min⁡(L,D)−min⁡(L,A)D−A=12%−5%15%−5%=70%\text{tranche loss share} = \frac{\min(L, D) - \min(L, A)}{D - A} = \frac{12\% - 5\%}{15\% - 5\%} = 70\%
    Lthe pool loss, 12%
    Athe attachment point, 5% for the mezzanine
    Dthe detachment point, 15% for the mezzanine
    What it says in wordsThe part of the pool loss that falls between a tranche's lower and upper edges, divided by the tranche's thickness.

    Why does thickness decide how risky a tranche is?

    Because a thin tranche goes from untouched to wiped out over a small range of pool losses. The mezzanine is only 10 points thick, so a pool loss moving from 5% to 15% takes it from zero to total loss, while the same move barely registers on the pool as a whole. That is the leverage inside structured finance: the mezzanine's loss share moved 7 times as far as the pool's 12% average suggests from 5% onwards. A rating analyst evaluating the deal asks how likely the pool loss is to cross each attachment point, which depends heavily on how correlated the loans are.

    Name the risks the structure does not remove. Correlation among the loans decides whether pool losses cluster at a few percent or occasionally jump past 15%. The collateral data may be weak. And the waterfall rules in the documents, such as when cash is diverted to protect senior holders, can shift losses between tranches in ways this simple loss-only picture does not show.

    Where candidates lose it

    The trap is answering 12% for every tranche, as if losses were shared in proportion. The whole point of tranching is that they are not.

    The second miss is saying the mezzanine loses 7%, the points above its attachment, and forgetting to divide by its 10 point thickness. Loss share is always relative to the tranche's own size.

    What the interviewer asks next

    • What pool loss would cost the senior tranche 10% of its value?
    • How does rising correlation among the loans change the risk of the equity versus the senior tranche?
    • Why might a mezzanine tranche be rated well below the pool's average credit quality?

    Asked at Moody's, Credit Risk, New York, 2024 (Wall Street Oasis): What is structured finance, how would you evaluate it, and what are the credit risks?

  2. 093A company's depreciation rises by Rs 10 crore and the tax rate is 25%. Walk the change through the income statement, the cash flow statement and the balance sheet.Credit risk arithmeticCoreMoody'sNew York · 2022

    Try it first

    What happens to the company's cash?

    Show the worked solution

    Net income falls Rs 7.5 crore, cash rises Rs 2.5 crore, and both sides of the balance sheet fall Rs 7.5 crore. Pre-tax profit drops 10, tax drops 2.5, so net income drops 7.5. The cash flow statement adds back the non-cash 10, leaving cash up 2.5. On the balance sheet, cash is up 2.5 and fixed assets down 10, total assets down 7.5, matched by retained earnings down 7.5.

    How does a non-cash charge put cash in the bank?

    Think of a shopkeeper who can deduct the wear on his delivery van from his taxable income. Writing the van down costs him nothing today, since he paid for it years ago, but it lowers the tax bill he pays this year. Depreciation moves no cash itself; the only cash effect is the tax it saves, 25% of Rs 10 crore, Rs 2.5 crore. That tax shield is the whole answer on cash, and the three statements are the bookkeeping that proves it.

    A Rs 10 crore non-cash charge leaves the company Rs 2.5 crore richer in cashIncome statementDepreciation+10.0Pre-tax profit-10.0Tax at 25%-2.5Net income-7.5Cash flow statementNet income-7.5Add back depreciation+10.0(non-cash charge)Cash from operations+2.5Balance sheetCash+2.5Fixed assets-10.0Total assets-7.5Retained earnings-7.5Both sides-7.5Net income flows to the cash flow statement and to retained earnings; the cash change flows to the balance sheet.The cash gain is the tax saved: 25% x 10 = 2.5.
    Extra depreciation of Rs 10 crore cuts net income by Rs 7.5 crore after a Rs 2.5 crore tax saving, the add-back leaves cash from operations up Rs 2.5 crore, and the balance sheet shows cash up 2.5 and fixed assets down 10, total assets down 7.5, matched by retained earnings down 7.5.

    What order do you walk it in?

    Income statement first, because everything starts from net income. Then the cash flow statement: net income down 7.5, add back the 10 of depreciation because no cash left, and cash from operations is up 2.5. Finish on the balance sheet and prove it balances: assets fall by 10 of fixed assets less 2.5 of extra cash, 7.5, and equity falls by the 7.5 of lower retained earnings. Stating that both sides moved by the same 7.5 is the check the interviewer is waiting for.

    The relationship
    ΔNI=−10(1−0.25)=−7.5ΔCash=−7.5+10=+2.5\Delta NI = -10(1 - 0.25) = -7.5 \qquad \Delta \text{Cash} = -7.5 + 10 = +2.5
    Delta NIchange in net income
    0.25tax rate
    +10the depreciation added back because no cash was spent
    What it says in wordsNet income falls by the after-tax charge, and cash rises by the tax the charge saved.

    Why does a credit analyst care?

    Because a lender is repaid in cash, not in profit. A company whose earnings fall because of higher depreciation may be generating slightly more cash, so interest cover measured on net income and on cash flow can move in opposite directions. The limit: the tax saving is real only if the company is paying tax; a loss-making company gets no cash benefit this year, and a higher depreciation charge often reflects heavy past capital spending that the analyst should look at directly.

    Where candidates lose it

    The usual slip is saying cash is unchanged because depreciation is non-cash, which forgets the tax line. The second most common is cash down 7.5, following net income and forgetting the add-back.

    The other loss is not closing the balance sheet. Say the two sides out loud, assets down 7.5 and equity down 7.5, so the interviewer hears that it balances.

    What the interviewer asks next

    • Walk through the same change if the company is loss-making and pays no tax.
    • Now the company buys Rs 50 crore of equipment with cash. Walk the three statements.
    • Why might a rating agency look at EBITDA rather than net income for this company?

    Asked at Moody's, Generalist, New York, 2022 (Wall Street Oasis): how the 3 statements are related / connected.

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