Mutual Fund Mastery puzzles, solved step by step
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041In a category of 40 equity funds, the mean five-year return is 14% a year but the median is 11%. What does the gap tell you, and which figure should a client hear?Fund research and ratingsGlobal asset managers
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Before you work it: what does a mean well above the median most likely mean here?
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The gap says a few star funds are pulling the average up; the typical fund made about 11%. The median is the middle fund, so half the category earned 11% or less. A mean of 14% needs a small group far out on the right: here six funds between 24% and 42%, and only 9 of the 40 beat the mean. A client choosing a fund at random should hear 11%, together with the spread around it.
Why can the average sit above most of the funds?
Ten people sit in a tea stall, each earning about Rs 30,000 a month. A business owner earning Rs 30 lakh a month walks in. The average income in the room jumps above Rs 2.9 lakh; the median, the middle person, still earns about Rs 30,000. A mean is pulled by every extreme value, while a median only cares about the middle, so when a few values are very large the mean overstates what a typical member got. Fund returns behave the same way: a few funds that caught one theme early can drag the category average up.
Thirty-four of the 40 funds returned between 5% and 17% a year and six star funds returned between 24% and 42%, so the median sits at 11% while the mean is pulled to 14% and only 9 funds beat it. How do you check that the stars explain the gap?
Take them out and recompute. Without the six stars the other 34 funds average 10.9%, almost exactly the median. The six funds alone add about 3.1 percentage points to the category mean, which is the whole gap. A second check is to count: if the mean described a typical fund, about half the funds would sit above it. Here only 9 of 40 do.
The relationshipx_i fund i's five-year annualised return x_(20), x_(21) the 20th and 21st returns after sorting, the middle pair of 40 What it says in wordsThe mean adds every return, extremes included; the median takes the middle pair and ignores how far out the extremes are.Which figure should a client hear, and what else?
The median, because it is the honest answer to what a typical fund in the category did. Then the spread, because 5% to 42% is the real range of outcomes, and the chance of picking a star in advance is small. Two further cautions belong in the same breath. Category figures usually include only funds that survived the five years, and funds that closed or merged were often the weak ones, so even the median flatters. And past five-year returns, mean or median, are not a forecast.
Where candidates lose it
The trap is quoting the mean because it is the number a factsheet or a sales deck usually leads with, or saying that the gap must be a data error. A mean above the median is the normal signature of a right-skewed set of returns.
The second loss is stopping at the statistics. The interviewer asked which figure a client should hear. Say the median, say why, and add the spread and the survivorship caution.
What the interviewer asks next
- What would a mean below the median tell you about a category?
- If you remove the top and bottom 10% of funds, what is that average called and why use it?
- How does survivorship bias change both the mean and the median?
042A fund that holds mostly mid caps says it beat the Nifty 50 by 4 percentage points over the year. A mid cap weighted index that matches its style beat the Nifty 50 by 5 points over the same year. Did the manager add value?Fund research and ratingsIndian AMCs
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What was the manager's own contribution, against the right benchmark?
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No. Against a benchmark that matches its style, the manager lagged by 1 point. The fund's 4-point lead over the Nifty 50 came from holding mid caps in a year when mid caps beat large caps by 5 points. A plain mid cap index would have delivered that 5 points with no stock picking. The manager's own choices, after costs, cost the investor 1 point. Beating the wrong benchmark hid an underperformance.
Why is the Nifty 50 the wrong yardstick here?
A runner who trains at altitude and races at sea level will post faster times; the stopwatch is right but the comparison flatters him. A benchmark should hold what the fund holds, so that the gap measures the manager's choices and not the market segment the fund happens to sit in. A mid cap heavy fund compared with a large cap index is mostly measuring whether mid caps beat large caps that year, which no manager controls once the mandate is set.
Starting from the Nifty 50's 12%, the mid cap style added 5 points to reach 17%, and the manager's own choices then took away 1 point, ending at the fund's 16%; the claimed 4-point lead is entirely style. How do you split the lead into style and skill?
Insert the style benchmark between the two numbers. Fund minus broad index splits into style benchmark minus broad index, which is the style effect, plus fund minus style benchmark, which is what the manager added. Here that is 5 plus (minus 1), giving the claimed 4. Illustrating with a Nifty 50 return of 12%, the style index made 17% and the fund 16%.
The relationshipR_f the fund's return R_N50 the Nifty 50's return R_style the return of a mid cap weighted index matching the fund's holdings What it says in wordsThe fund's lead over the broad index is the style's lead plus the manager's own lead over the style.Two fairness points. The fund's return is after its expenses and an index's is not, so part of the minus 1 is cost; a passive mid cap fund would also have trailed its index by its own cost. And one year is a small sample: the right test of skill is the gap to the style benchmark over a full cycle, measured consistently. Regulators in India require schemes to show a benchmark that reflects their category; confirm the current rules before relying on any particular index choice.
Where candidates lose it
The trap is accepting the 4 points as skill because the number is true. It is true and irrelevant: the question is what the manager added beyond the segment the fund sits in, and that needs the style benchmark.
The second loss is the arithmetic sign. Candidates sometimes add the 5 and the 4, or subtract the wrong way. Write fund minus style benchmark, 4 minus 5, and the minus 1 is clear.
What the interviewer asks next
- In a year when mid caps lag large caps by 8 points and the fund trails the Nifty 50 by 6, what did the manager add?
- How would you pick a fair benchmark for a fund that holds 60% large caps and 40% mid caps?
- Why might a fund house prefer to show the Nifty 50 as its comparison?
043A project costs Rs 100 crore today and pays Rs 30 crore a year at the end of each of the next five years. What is its NPV at a 12% discount rate, and at what discount rate does the NPV fall to zero?VanguardMalvern · 2024
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Before you work it: roughly what is the NPV at 12%?
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An NPV of about Rs 8.1 crore at 12%, and the NPV reaches zero at about 15.2%, the IRR. Five payments of Rs 30 crore discounted at 12% are worth 30 times 3.605, about Rs 108.1 crore, against a cost of Rs 100 crore. Raising the rate shrinks the payments' present value, and at 15.2% they are worth exactly Rs 100 crore.
How do you value the five payments quickly?
A rupee promised next year is worth less than a rupee in your hand, the same way a friend's promise to repay in five years is worth less than cash today. Discount each payment back to today, and because the payments are equal you can use one annuity factor instead of five divisions. At 12% the five-year annuity factor is 3.605, so Rs 30 crore a year is worth about Rs 108.1 crore today. Subtract the Rs 100 crore cost: the NPV is about Rs 8.1 crore. Positive NPV means the project earns more than 12%.
The relationship30 the yearly payment, Rs crore 1.12 one plus the 12% discount rate 3.605 the five-year annuity factor at 12% What it says in wordsNPV is the present value of the payments less what you pay today.The project's NPV is Rs 50 crore with no discounting, about Rs 8.1 crore at 12%, and falls to zero at 15.2%, the IRR; any discount rate above that makes the project destroy value. How do you find the rate where NPV is zero without a calculator?
Bracket it. You need an annuity factor of 100 over 30, about 3.333. At 12% the factor is 3.605, too high, so the rate is above 12%. At 15% the factor is about 3.352, still a touch above 3.333; at 16% it is about 3.274, below. The IRRInternal rate of return: the discount rate at which the present value of a project inflows equals its cost, so the NPV is zero. is simply the discount rate at which the NPV curve crosses zero, here about 15.2%. In an interview, saying between 15% and 16%, closer to 15%, and showing the bracket, is a full answer.
State the limits of IRR alongside it. It assumes the payments can be reinvested at the IRR itself, it can mislead when comparing projects of very different size, and a project with cash flows that change sign more than once can have more than one IRR. NPV at the right cost of capital is the cleaner decision rule; IRR is the useful headline.
Where candidates lose it
The fast wrong answer is Rs 50 crore, five times 30 less 100, which ignores discounting entirely. Say the annuity factor out loud and the slip cannot happen.
The second loss is the IRR direction. Candidates who see a positive NPV at 12% sometimes guess the IRR is below 12%. A positive NPV at a rate means the project earns more than that rate, so the IRR is above it.
What the interviewer asks next
- The payments grow 5% a year instead of staying flat. Is the NPV higher or lower, and roughly by how much?
- A second project costs Rs 10 crore and has an IRR of 30%. Which would you take if you could take only one?
- Why does a higher discount rate hurt long-dated projects more than short-dated ones?
Asked at Vanguard, Mutual Funds, Malvern, 2024 (Wall Street Oasis):
A DCF walkthrough was asked for along with NPV with a whole question on CPV
044An ETF charges 0.05% a year, plus 0.03% brokerage each way and a 0.10% bid-ask spread. An index fund on the same index charges 0.20% a year with no trading cost. After how long a holding does the ETF become the cheaper choice?VanguardMalvern · 2026
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Roughly how long must you hold before the ETF is cheaper?
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After about 1.1 years, roughly 13 months. The ETF's trading costs are paid once: 0.03% brokerage on the way in and out, 0.06%, plus the 0.10% spread, 0.16% in all. Its fee is 0.15% a year below the index fund's. Divide the one-off cost by the yearly saving, 0.16 over 0.15, and the ETF catches up after 1.07 years. Hold longer and it wins; trade in and out and it loses.
How do you compare a one-off cost with a yearly one?
Think of buying a monthly rail pass against paying per ride. The pass costs more up front and less per trip, so it only pays if you ride enough. The ETF is the pass: it costs 0.16% to get in and out, then saves 0.15% a year against the index fund, so the break-even holding period is the one-off cost divided by the yearly saving. Count both sides of the trade: brokerage is paid when you buy and again when you sell, and crossing a 0.10% spread means buying a little above the middle price and selling a little below it.
The relationshipb brokerage each way, 0.03% s the bid-ask spread crossed over a round trip, 0.10% f_IF, f_ETF the yearly fees of the index fund and the ETF What it says in wordsThe holding period at which the ETF catches up is its round-trip trading cost divided by the yearly fee it saves.The ETF starts 0.16% behind because of brokerage and spread but adds only 0.05% a year, while the index fund adds 0.20% a year from zero; the lines cross at about 1.1 years, and after five years the ETF has cost 0.41% against 1.00%. What does the gap look like in rupees?
On Rs 10 lakh held for five years, the ETF costs about Rs 4,100 and the index fund about Rs 10,000, ignoring the small effect of compounding. Held for six months, the order flips: the ETF costs 0.185% against the index fund's 0.10%. ETFs win on long holds and lose on short ones, so the answer depends on the investor, not on the product.
Name what the simple sum leaves out. Spreads on a thinly traded ETF can be much wider than 0.10%, and the price can sit at a premium or discount to NAV. Some investors pay yearly demat charges that matter on small balances. An index fund may carry an exit load in the early months, and both products have tracking differences that can outweigh a few basis points of fee. Each of these moves the break-even, so the useful answer is the method, with the inputs confirmed for the actual products.
Where candidates lose it
The common slip is answering from the fee alone: 0.05% is a quarter of 0.20%, so the ETF must be cheaper from day one. That ignores the costs you pay to trade it, which the index fund does not charge.
The second slip is counting brokerage once, or the spread twice. Brokerage is paid on the buy and the sell, 0.06% in all; the 0.10% spread is crossed once over the round trip, half on each side.
What the interviewer asks next
- The investor adds Rs 10,000 every month through the ETF, paying brokerage each time. How does that change the answer?
- At what spread would the ETF need a five-year hold to break even?
- Why might an index fund still suit an investor who will hold for ten years?
Asked at Vanguard, Generalist, Malvern, 2026 (Wall Street Oasis):
the difference between a ETF and Mutual Fund
045A target maturity debt fund has a portfolio yield to maturity of 7.4% and an expense ratio of 0.2%. What return should an investor who holds to maturity expect, and why will it not be exactly that?Fixed income desksIndian AMCs
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What is the best single estimate of the hold-to-maturity return, per year?
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About 7.2% a year: the portfolio's yield to maturity less the expense ratio. Holding to the fund's maturity removes most of the price risk, so the bonds earn roughly their 7.4% yield and the fund keeps 0.2% a year. It will not be exactly 7.2% because coupons are reinvested at future yields nobody knows, the fund tracks its index imperfectly, and the yield you lock in is the one on the day you invest. On these numbers the drift is about plus or minus 0.13% a year.
Why is yield to maturity a fair starting point?
A fixed deposit tells you its rate because the bank promises to hold it to maturity for you. A bond does the same if you hold it to maturity: price swings along the way wash out, and what remains is the yield to maturityThe single discount rate that makes the present value of a bond coupons and principal equal its price today; the return earned if the bond is held to maturity and coupons are reinvested at that same rate.. A target maturity fund holds bonds that mature near one date and then pays out, so an investor who stays to that date earns close to the portfolio's yield to maturity, less the fund's costs. 7.4% less 0.2% is about 7.2% a year.
The portfolio's 7.40% yield to maturity less the 0.20% expense ratio gives a best estimate of 7.20% a year, and reinvesting coupons at 6.4% to 8.4% instead of 7.4% would move the realised return to between 7.07% and 7.33% after costs, with tracking effects of a few basis points on top. Why will the realised return not be exactly 7.2%?
Yield to maturity quietly assumes every coupon is reinvested at the same yield, and the future reinvestment rate is unknown. Take a 5-year bond bought at par with a 7.4% coupon. If its coupons can only be reinvested at 6.4%, the realised return is about 7.27% a year; at 8.4% it is about 7.53%. After the 0.2% fee that is 7.07% to 7.33%. The fund also holds bonds that do not mature on exactly one date, keeps some cash, and replicates its index imperfectly, each worth a few basis points either way.
The relationshipYTM the portfolio's yield to maturity on the day you invest, 7.4% TER the total expense ratio, 0.2% a year r_hold the return a hold-to-maturity investor can reasonably expect What it says in wordsFor an investor who stays to maturity, the best estimate of the return is today's portfolio yield less the yearly cost.What else should the investor be told?
Three things. The estimate holds only to maturity: an investor who exits after two years takes the market price then, which can be well above or below the path to 7.2%. The yield locked in is the one on the day of investment, not the one quoted at launch. And the figure is before tax; how a debt fund's gains are taxed has changed in recent years, so confirm the current treatment before turning 7.2% into an after-tax number. The estimate is the honest best guess, not a promise.
Where candidates lose it
The trap is quoting 7.4% as the return, forgetting that the expense ratio is taken out of the NAV every day. The fund's yield is the bonds' yield; the investor's return is that less the cost.
The second loss is treating 7.2% as a promise because the fund holds to maturity. It is an estimate: reinvestment, tracking and timing all move it, and an exit before maturity exposes the investor to price risk.
What the interviewer asks next
- Yields rise 1% the day after you invest. What happens to your NAV and to your return if you hold to maturity?
- Why do coupon reinvestment effects matter less for a 2-year fund than a 10-year fund?
- How would you compare this fund with a 5-year bank deposit at 7.1%?
046An investor put Rs 1 lakh into an equity fund at NAV 100. The NAV is now 60 and he adds another Rs 1 lakh. What is his new average cost, what rise does he need to break even, and does averaging down make the fund any better?Wealth and advisoryDistribution and sales
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What is his average cost per unit after the second purchase?
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His average cost is Rs 75 a unit and he needs a 25% rise from 60 to break even, but the fund is no better than before. Rs 1 lakh bought 1,000 units at 100 and 1,667 units at 60, so Rs 2 lakh buys 2,667 units, Rs 75 each. Before the top-up he needed 66.7%. Averaging down moves the break-even point, not the fund's prospects, and it doubles the money exposed to the next move.
Why is the average 75 and not 80?
Spend Rs 100 on mangoes at Rs 100 a kilo and another Rs 100 at Rs 60 a kilo. You have 1 kilo plus 1.67 kilos, 2.67 kilos for Rs 200, which is Rs 75 a kilo. Equal rupees buy more units when the price is low, so the average cost leans towards the lower price; it is the harmonic mean of the two NAVs, not the simple average. That is the same arithmetic that makes rupee-cost averaging in an SIP work, applied here to two purchases.
Each Rs 1 lakh is a rectangle of units times NAV: 1,000 units at 100 and 1,667 units at 60. Together they average Rs 75 a unit, so the break-even rise from 60 falls from 66.7% to 25%, while the rupees at stake double to Rs 1.6 lakh. The relationship\bar{c} average cost per unit 100, 60 the two NAVs paid What it says in wordsWith equal rupees at each price, the average cost is the harmonic mean of the prices, and the break-even rise is that cost over today's NAV, less one.Does a lower break-even mean the decision was good?
No, and this is the behavioural point. The break-even number is about his purchase history; the fund's next move does not know or care what he paid. His position today is 2,667 units worth Rs 1.6 lakh, with an unrealised loss of Rs 40,000, the same loss he had before the top-up. A further 10% fall now costs Rs 16,000 instead of Rs 6,000. The question that decides whether to add is whether he would buy this fund today at 60 with fresh money if he had never owned it, given his goal and his allocation.
There are good reasons to add after a fall: a disciplined rebalance back to a target equity weight, or an SIP that keeps running through the dip. There are bad ones: wanting to feel closer to breaking even, or refusing to accept that the first purchase was a mistake. The arithmetic is the same in both cases; only the reason differs, and the adviser's job is to ask which one it is.
Where candidates lose it
The fast wrong answer is 80, the average of the two prices. It treats the purchases as equal units when they were equal rupees. Count the units first and the 75 follows.
The bigger trap is the second half of the question. Candidates who get 75 and 25% often present averaging down as a fix. The interviewer wants to hear that it changes the break-even, not the quality of the fund, and that it raises the money at risk.
What the interviewer asks next
- If he had added Rs 2 lakh at 60 instead of Rs 1 lakh, what would his average cost be?
- When is adding to a falling fund a sound decision?
- How is this different from an SIP buying through the same fall?
047An equity fund has a 25% chance of a negative year, independently each year. What is the chance that an investor who holds it for five years sees at least one losing year?Fund research and ratingsIndian AMCs
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Your first guess: the chance of at least one losing year in five?
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About 76%. The easy route is the opposite event. Five positive years in a row needs a 75% chance to come up five times: 0.75 to the fifth is about 23.7%. Every other outcome includes at least one losing year, so the chance is 1 minus 0.237, about 76.3%. A small yearly chance of loss becomes close to a sure thing over an ordinary holding period.
Why work with the opposite event?
Ask a cricket fan the chance that a bowler concedes at least one boundary in an over, and the quick way is to ask the chance he concedes none. At least one is messy to count directly, because it covers one loss, two losses and every combination; none is a single clean path, so compute none and subtract from one. Here none means five positive years, each with a 75% chance, independent of the others: 0.75 times itself five times is 23.7%.
The chance that every year so far has been positive falls by a quarter each year, from 75% after one year to 23.7% after five, so the chance of at least one losing year in five is about 76.3%. The relationshipp the chance of a losing year, 25% n years held, 5 What it says in wordsThe chance of at least one losing year is one minus the chance that every year is positive.Why does an adviser care about this number?
Because it sets the client's expectation before the first bad year arrives. Over five years a losing year is the likely case, not the unlucky one, so a client who has not been told this reads the first negative year as something gone wrong. On the same assumptions the expected number of losing years in five is 1.25, the chance of exactly one is about 40%, and over ten years the chance of at least one rises to about 94%. A losing year is a calendar-year label; it says nothing about whether the five-year return was positive.
State the two assumptions. The 25% is an illustration, not a measured figure for any market, and real yearly returns are not fully independent: bad years cluster in some periods. Clustering lowers the chance of at least one losing year slightly while making the losing stretches longer. The method survives both caveats; the exact figure does not.
Where candidates lose it
The trap is answering 25%, as if holding longer did not create more chances to see a loss, or adding 25% five times and reaching 125%. Both come from treating at least one as a simple sum.
The quieter loss is forgetting the independence assumption. Say it in one breath with the answer; it is what makes 0.75 to the fifth valid.
What the interviewer asks next
- What is the chance of exactly two losing years in five?
- How many years would you have to hold for the chance of at least one losing year to pass 90%?
- Why might the chance of a losing five-year period be far lower than the chance of a losing year?
048A fund's NAV at the end of each quarter runs 100, 130, 110, 140, 91, 120. What is its maximum drawdown, and why is it not measured from the starting NAV of 100?Risk and complianceIndian AMCs
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What is the maximum drawdown?
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The maximum drawdown is 35%, from the peak of 140 to the trough of 91. Drawdown is always measured from the highest value reached before the fall, because that is the value an investor held and then lost. Measured from the start, 91 looks like a mild 9% dip, which hides how much was lost on the way. The fund later climbs to 120, still 14.3% below its peak.
Why measure from the peak and not from the start?
A house bought for Rs 1 crore, valued at Rs 1.4 crore at the top of a boom and then sold for Rs 91 lakh, did not lose 9%. Its owner watched Rs 49 lakh disappear. A drawdown measures the pain of falling from the best point reached, so it runs from the running peak, which keeps rising whenever the NAV sets a new high. Anyone who invested at 140, or held through it, lost 35%, and that is the risk the measure is built to show.
The NAV path touches 140 and then falls to 91, a 35% drawdown from the running peak, while the earlier dip from 130 to 110 is only 15.4%; measured from the starting 100, the low of 91 would look like just a 9% fall. How do you compute it step by step?
Walk along the path and keep two numbers: the highest NAV so far and the current NAV. At each point the drawdown is current over peak, less one. The maximum drawdown is the worst of those readings, here 91 over 140 less one, minus 35%. The dip from 130 to 110 gives minus 15.4%, a smaller drawdown. The final 120 against a peak of 140 is a drawdown of minus 14.3% still open.
The relationshipNAV_t the NAV at time t max NAV_s the running peak up to time t MDD the maximum drawdown, the worst reading What it says in wordsEach drawdown compares today's NAV with the best NAV so far; the maximum drawdown is the deepest of them.Add the recovery maths: from 91 the fund needs a 53.8% rise just to get back to 140. And the measure depends on how often you look. These are quarter-end NAVs; a daily series could show a deeper trough between the quarter ends, so a maximum drawdown should always be quoted with its data frequency and period.
Where candidates lose it
The trap is measuring from the starting NAV and answering 9%, because the question opens with 100. The interviewer is checking that you know the reference point moves up with every new high.
The second slip is dividing by the trough, 49 over 91, and answering 54%. That is the gain needed to recover, not the drawdown. Say both numbers and label them.
What the interviewer asks next
- What gain does the fund need from 120 to set a new high?
- Why might a daily NAV series show a larger maximum drawdown than quarter-end NAVs?
- Two funds have the same volatility; one has a much larger maximum drawdown. What could explain it?
049A Rs 10,000 monthly SIP runs for 20 years at 12% a year, taken as 1% a month. What share of the final corpus appears only in the last five years? Most people guess about a quarter.Indian AMCsDistribution and sales
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What share of the 20-year corpus is added in years 16 to 20?
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About half: 49.5%. At 1% a month the corpus is about Rs 50.5 lakh after 15 years and Rs 99.9 lakh after 20, so the final five years add Rs 49.5 lakh. Only Rs 6 lakh of that is new instalments; about Rs 41.2 lakh is growth on the pot already built. An SIP's corpus is back-loaded, which is why stopping early costs far more than the missed instalments.
Why is the guess of a quarter so far off?
A quarter assumes the corpus grows by the same amount each year, like a piggy bank filled with the same coins every month. Compounding is not a piggy bank. Each year's growth is a percentage of a pot that is already larger than the year before, so the rupee gains get bigger every year and the corpus is heavily back-loaded. After 15 years of Rs 10,000 a month the pot holds about Rs 50.5 lakh, and five more years at 1% a month multiply that by 1.01 to the 60th, about 1.82, before a single new instalment is counted.
The SIP corpus reaches Rs 23.2 lakh at year 10 and Rs 50.5 lakh at year 15, then adds Rs 49.5 lakh in the last five years to end at Rs 99.9 lakh; of that addition, Rs 41.2 lakh is growth on the year-15 pot and only Rs 6 lakh is new instalments. Where exactly does the last five years' money come from?
Split the Rs 49.5 lakh three ways. The 60 new instalments put in Rs 6 lakh. Those instalments earn about Rs 2.2 lakh of growth by year 20. The year-15 pot of Rs 50.5 lakh earns about Rs 41.2 lakh. The engine of the final years is the money already invested, not the money still to come. For contrast, the first ten years build only about Rs 23.2 lakh, 23% of the final corpus, though half the instalments are paid in them.
The relationshipm the monthly instalment, Rs 10,000 FV_n the corpus after n monthly instalments paid at the start of each month 1.01 one plus the 1% monthly return What it says in wordsThe last five years' share is one minus the year-15 corpus divided by the year-20 corpus.What does this mean for an investor thinking of stopping at year 15?
It depends what stopping means. Redeeming at year 15 gives up about Rs 49.5 lakh, half the eventual corpus, to save Rs 6 lakh of instalments. Pausing the instalments but staying invested is far cheaper: the year-15 pot alone grows to about Rs 91.7 lakh, so the cost is about Rs 8.2 lakh. The 12% is an assumption for the arithmetic; real returns vary year to year, and a bad last five years would cut the back-loaded gain sharply, which is the sequence risk of an SIP.
Where candidates lose it
The trap is answering a quarter because five years is a quarter of twenty. It treats the corpus as if it grew in a straight line. Name the compounding before you name a number.
The second loss is crediting the last five years' gain to the last five years' instalments. Only Rs 6 lakh of the roughly Rs 49 lakh is new money; most of it is growth on the pot built in the first fifteen years.
What the interviewer asks next
- What share of the corpus appears in the last five years of a 30-year SIP at the same return?
- At 8% a year instead of 12%, is the corpus more or less back-loaded?
- Why does starting an SIP five years earlier matter more than adding five years at the end?
050Estimate the number of 5G smartphones sold in India in a year, working from the number of smartphone users, how often people replace their phones, and the 5G share of new handsets.AllianceBernsteinNew York · 2022
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Which number drives yearly phone sales most directly?
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About 10 crore 5G phones a year, on stated assumptions. Take 70 crore smartphone users replacing every 4 years: 17.5 crore replacement phones a year. Add about 1.5 crore first-time buyers for 19.0 crore phones. If 55% of new handsets are 5G, that is about 10.5 crore. Each input is an assumption to state and defend; reasonable changes give a range of about 8 to 14 crore.
Why start from replacements and not from users?
A town with ten thousand households does not buy ten thousand refrigerators a year. It buys the ones that wear out, plus a few for new homes. The user base is a stock and yearly sales are a flow, and the replacement cycle is what converts one into the other. Stating that structure first is most of the marks, because it shows the interviewer how you will build the number before you pick any inputs.
Seventy crore smartphone users on a 4-year replacement cycle buy 17.5 crore phones a year; adding 1.5 crore first-time buyers gives 19.0 crore, and a 55% 5G share of new handsets gives about 10.5 crore 5G phones a year. How do you justify each input?
Say where each comes from and how you would check it. Users: a large share of a population of roughly 140 crore, here taken as 70 crore, half the population, to be confirmed against current telecom data. Replacement cycle: budget phones tend to be replaced sooner and premium phones later; 4 years is a middle assumption. First-time buyers: people moving from basic phones, assumed at 1.5 crore a year. 5G share: the share of new models sold with 5G, assumed at 55%. None of these are facts; they are reasoned guesses, and the interviewer is grading the reasoning and the sense check, not the decimal.
The relationshipU smartphone users, 70 crore assumed c replacement cycle, 4 years assumed F first-time buyers a year, 1.5 crore assumed s 5G share of new handsets, 55% assumed What it says in wordsYearly 5G sales are the phones bought each year, replacements plus first-time buyers, times the share that are 5G.How do you sense check the answer?
Two quick checks. First, 19 crore phones a year for a country of roughly 140 crore people is about one phone per seven people each year, which is plausible for a market where most adults already own one. Second, the value: at an assumed average price of Rs 18,000, 10.5 crore phones is about Rs 1.9 lakh crore of sales. If either check looks absurd, revisit the inputs. Then give the range: a 3.5-year cycle and a 65% share give about 14.0 crore; a 4.5-year cycle and a 45% share give about 7.7 crore. The replacement cycle and the 5G share move the answer most, so those are the two to research first.
Where candidates lose it
The trap is multiplying the user base by the 5G share and announcing 38 crore phones a year, as if every user bought a new phone every year. That confuses the stock of users with the yearly flow of purchases.
The second loss is giving one number with no range and no source for the inputs. Say which inputs are assumptions, which one matters most, and how you would check it.
What the interviewer asks next
- How would the answer change if the replacement cycle shortened to 3 years?
- How would you estimate the 5G share of new handsets without published data?
- Turn this into a revenue estimate for a phone maker with a 15% share of 5G units.
Asked at AllianceBernstein, Equity Research, New York, 2022 (Wall Street Oasis):
Estimate the market size of 5G smartphone sales in 2022.

