It is most likely that: A Both manager A and manager B are following quantitative active equity approaches B Manager A is following a fundamental active equity approach and manager B is
Trang 1Question #1 of 27
Consider two equity portfolios with the same benchmark index composed of 943 constituents
Active equity manager A has constructed a portfolio of 45 high conviction ideas which are
continuously monitored to assess whether their weights in the portfolio remain appropriate
Active equity manager B has active bets on 550 stocks with automatic rebalancing conducted
on regular monthly intervals It is most likely that:
A) Both manager A and manager B are following quantitative active equity approaches
B) Manager A is following a fundamental active equity approach and manager B is
following a quantitative active equity approach
C) Manager A follows a quantitative active equity approach and manager B follows a
fundamental active equity approach
Explanation
A fundamental manager will likely have fewer holdings than a quantitative active equity
manager due to the intensive research conducted on individual companies carried out to
generate high conviction investment ideas This is in contrast to the quantitative manager
who will likely construct a broad portfolio of hundreds of securities in order to generate the
desired exposure to risk factors expected to generate returns based on historical data The
rebalancing process of a fundamental manager is likely to involve continuous monitoring of
positions for changes in the weights of the portfolio, in contrast to the quantitative manager
who will have a more formal, regular automatic rebalancing strategy based on systematic
rules
(Study Session 14, Module 28.1, LOS 28.a)
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SchweserNotes - Book 4
Question #2 of 27
Competitive positioning and environmental, social and governance (ESG) characteristics of a
company are most likely to be used as information sources for:
A) Neither quantitative nor fundamental active equity managers
B) Both quantitative and fundamental active equity managers
C) Fundamental active managers only
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Trang 2Competitive positioning and environmental, social and governance (ESG) characteristics of a
company are data that are unlikely to be expressed numerically, and as such are unlikely to
be information used in a quantitative active equity approach Fundamental active equity
approaches focusing on bottom-up investing could consider such information as part of their
approach
(Study Session 14, Module 28.1, LOS 28.a)
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SchweserNotes - Book 4
Question #3 of 27
The table below provides information on three stocks being considered for investment by a
bottom-up equity manager
Company Price
($)
12-Month Forward EPS
3-Year EPS Growth Forecast
Dividend ($) Industry Sector
Sector Average P/E
Which stock is most likely to be the best opportunity for investors that use a relative value
approach?
A) Stock S
B) Stock T
C) Stock U
Explanation
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Trang 3Relative value investors look for low price multiples relative to the industry sector Stock S
has a PE of 5/0.25 = 20x which is equal to the industry average hence stock S is not a relative
value investment Stock T has a PE of 95/4.75 = 20x which is below the industry average of
25x hence making it potentially a relative value investment Stock U has a PE of 15/5.5 = 2.7x
which is considerably lower than the industry average of 12 This would suggest the Stock U
would be more appropriate for a deep value or distressed investing strategy than a relative
value strategy
(Study Session 14, Module 28.1, LOS 28.b)
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SchweserNotes - Book 4
Question #4 of 27
A fundamental active equity investment manager screens the stocks in their universe in order
to create an equally weighted portfolio of securities that have a price-to-book ratio of less than
one Which of the following pitfalls of fundamental active investing is this manager most likely
to be subject to?
A) The value trap
B) Behavioural biases
C) The growth trap
Explanation
By screening the universe and allocating naively for stocks with a low price-to-book ratio the
manager will likely be investing in many securities that appear attractively valued, but are
correctly priced or even overpriced due to seriously deteriorating business conditions This is
referred to as the value trap
(Study Session 14, Module 28.3, LOS 28.g)
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SchweserNotes - Book 4
Question #5 of 27
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Trang 4An analyst is backtesting a quantitative investment process which investigates the relationship
between EPS announcements and subsequent month stock returns The analyst notes that one
speci c company in the universe frequently revises earnings – for example 2017 EPS was
initially announced in March 2018 as $2 when the market expected earnings of $2.10 These
2017 earnings were subsequently revised down to a loss of $1 per share in June 2018 due to
accounting fraud coming to light In order to avoid look ahead bias, when backtesting the
performance of the stock in April 2018, the manager should use an EPS value of:
A) $2
B) $2.10
C) -$1
Explanation
Look ahead bias occurs when using information that was unknown at the time to explain
stock returns In this case the market did not know in April of the earnings revision that was
to come later in the year, hence stock returns for April should be regressed against the EPS
that was known at the time, that being the $2 initially reported in March
(Study Session 14, Module 28.3, LOS 28.h)
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SchweserNotes - Book 4
Question #6 of 27
An analyst who wishes to capture the most accurate and up-to-date style exposure of an
investment manager should:
A) Prefer to use returns-based analysis
B) Prefer to use holdings-based analysis
C) Be indi erent between using holdings based and returns based analyses
Explanation
An advantage of holdings-based analysis over returns-based analysis is that by looking at
current individual holdings of the fund, an analyst can get the most accurate and current
analysis of the manager's style exposure In comparison, returns-based analysis uses
historical regression hence will be more of a backward-looking view of the manager's historic
style exposures
(Study Session 14, Module 28.4, LOS 28.i)
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Trang 5Related Material
SchweserNotes - Book 4
Question #7 of 27
An analyst conducting a returns-based style analysis on an active equity fund constructs the
following monthly multivariate regression:
Where:
rt = the fund return in period t
LC = large cap style index
SC = small cap style index
εt = residual return not explained by style factors
The value added by the fund manager is closest to:
A) 0.5% plus the residual return, εt
B) The residual return, εt
C) 0.5%
Explanation
In a returns-based regression the slope coe cients are interpreted as the exposure to the
styles during the period, and the intercept term (0.005 or 0.5%) is generally interpreted as the
value added by the manager The residual term is random and unexplained and hence not
due to manager skill or the style factor exposures
(Study Session 14, Module 28.4, LOS 28.i)
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SchweserNotes - Book 4
Question #8 of 27
= 0.005 + 0.7LC + 0.3SC +
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Trang 6A quantitative active equity investment manager gathers the following data regarding
information coe cients (ICs) when backtesting the value, growth and size factors in their
investment universe:
Factor Pearson IC Spearman Rank IC
Value insigni cant signi cantly positive
Growth signi cantly positive signi cantly positive
Size signi cantly positive insigni cant
If the manager is concerned about biases caused by outliers in the data, they should most likely
conclude that the factors with strong predictive powers for subsequent returns are:
A) Value and Growth
B) Growth and Size
C) Value, Growth and Size
Explanation
The IC measures the correlation between factor scores and subsequent market returns The
Pearson IC measures the correlation of values which can be biased by the existence of
outliers in the data In order to avoid this bias, the Spearman Rank IC should be used which
looks at the correlation between the rank of factor scores and the rank of subsequent
returns The Spearman Rank IC suggests that there is predictive power for the factor when it
is signi cantly positive, i.e for the value and growth factors
(Study Session 14, Module 28.3, LOS 28.h)
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SchweserNotes - Book 4
Question #9 of 27
Which of the following statements regarding activist equity investing is most accurate?
A) Activist investors tend to target companies that have lower than average revenue
growth with negative price momentum
B) Activist investors tend to target companies that have multi-class share structures
C) The assets under management of activist hedge funds decreased sharply during
the global nancial crisis of 2008/2009 and have since failed to recover to pre-crisis
l l
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Trang 7Activist investors will target companies that are not being run e ciently These tend to be
companies that have slower than average revenue growth and negative price momentum A
multi-class share structure may hinder activist investors since this usually means that the
founder's shares have multiple votes per share The comment regarding the assets under
management of activist hedge funds is correct
(Study Session 14, Module 28.2, LOS 28.e)
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SchweserNotes - Book 4
Question #10 of 27
Company A announces a cash-only purchase of Company B In order to pro t from this event, a
merger-arbitrage hedge fund manager would most likely:
A) Purchase the shares of Company B prior to the deal being announced
B) Purchase the share of Company B and short sell the shares of Company A after the
deal is announced
C) Purchase the shares of Company B after the deal is announced
Explanation
In a cash-only merger, the merger-arbitrage manager would purchase the shares of the
target company and earn a risk premium when the deal is closed This is done after the deal
is announced, since the price of the target company typically remains below the o ered price
until the transaction is completed and the manager can earn a pro t if and when the deal
closes There is no requirement to short sell the shares of the acquiring company in a
cash-only deal – this would be required if the transaction were a stock-for-stock acquisition
(Study Session 14, Module 28.3, LOS 28.f)
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SchweserNotes - Book 4
Question #11 of 27
Which of the following statements is most accurate with respect to factor-mimicking portfolios?
A) Factor mimicking portfolios are usually constructed using long only portfolios
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Trang 8B) Factor mimicking portfolios are commonly used in factor-tilting portfolios
C) Factor mimicking portfolios are relatively expensive to construct
Explanation
Factor mimicking portfolios are dollar neutral long/short portfolios that aim to generate a
unit exposure to a single factor As such they invest in very many positions without regard to
short selling constraints and transaction costs This can make them very expensive to
construct Factor tilting portfolios are not constructed using factor mimicking portfolios –
they are portfolios designed to track a benchmark with small tilts towards factors that the
manager expects to outperform
(Study Session 14, Module 28.2, LOS 28.d)
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SchweserNotes - Book 4
Question #12 of 27
Which of the following statements regarding market-microstructure arbitrage strategies is least
accurate?
A) The typical time horizon of a trade is a few minutes
B) High-frequency trading techniques are a fundamental part of the strategy
C) The strategy analyses limit order books of exchanges to identify very short-term
mispricing opportunities
Explanation
Market microstructure arbitrage strategies involve extensive analysis of the limit order books
of trading venues to identify very short-term trading opportunities The time horizon of the
opportunities is usually a few milliseconds
(Study Session 14, Module 28.3, LOS 28.f)
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SchweserNotes - Book 4
Question #13 of 27
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Trang 9The table below provides information on three stocks being considered for investment by a
bottom-up equity manager
Company Price ($)
12-Month Forward EPS
3-Year EPS Growth Forecast
Dividend ($) Industry Sector
Sector Average P/E
Which stock is most likely to be the best opportunity for investors that use a deep value
approach?
A) Stock U
B) Stock S
C) Stock T
Explanation
Deep value investors look for price multiples that are considerably lower than the industry
sector Stock S has a PE of 5/0.25 = 20x which is equal to the industry average hence stock S is
not a deep value investment Stock T has a PE of 95/4.75 = 20x which is below the industry
average of 25x hence making it potentially a relative value investment Stock U has a PE of
15/5.5 = 2.7x which is considerably lower than the industry average of 12 This would suggest
the Stock U would be more appropriate for a deep value or distressed investing strategy than
a relative value strategy
(Study Session 14, Module 28.1, LOS 28.b)
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SchweserNotes - Book 4
Question #14 of 27
With regards to the potential pitfalls in investment strategies, which of the following statements
is likely to be most accurate?
A) A fundamental active equity investor who seeks information that agrees with their
existing beliefs is exhibiting availability bias
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Trang 10B) Over tting is more likely to be a pitfall for a fundamental manager than a
quantitative active equity manager
C) The behavioural bias of overcon dence is more likely to be a pitfall for a
fundamental manager than a quantitative active equity manager
Explanation
Fundamental active equity managers use more subjective judgement than quantitative
managers, and hence are more likely to be subject to behavioural psychological biases that
can distort opinion Overcon dence, where a manager believes they have abilities beyond
those they actually possess, is an example of a behavioural bias Over tting is the process of
testing data until a pre-determined model is justi ed which is a pitfall of quantitative
approaches, not fundamental approaches A manager who seeks information that con rms
their existing beliefs is exhibiting con rmation bias, not availability bias
(Study Session 14, Module 28.3, LOS 28.g)
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SchweserNotes - Book 4
Question #15 of 27
The table below provides information on three stocks being considered for investment by a
bottom-up equity manager
Company Price ($)
12-Month Forward EPS
3-Year EPS Growth Forecast
Dividend ($) Industry Sector
Sector Average P/E
Which stock is most likely to be the best opportunity for investors that use GARP?
A) Stock T
B) Stock U
C) Stock S
Explanation
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Trang 11Investors that use GARP will consider will invest in securities with low PE-to-growth (PEG)
ratios Stock S has a PE of 5/0.25 = 20x which is average for the industry, but growth is
expected to be signi cantly higher than the other stocks giving a PEG ratio of 20/20 = 1 The
PE ratio of stock T is 95/4.75 = 20x giving a PEG ratio of 20/3 = 6.6 which is much higher than
for Stock S, making the security less desirable to a GARP investor Stock U has negative
growth hence would not be appropriate for a growth investor
(Study Session 14, Module 28.1, LOS 28.b)
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SchweserNotes - Book 4
Question #16 of 27
Consider the following three companies:
Company Listing Return on Assets Asset Turnover Cash Balance
Which of the above companies is most likely to o er an opportunity for activist investing?
A) LLB
B) JBC
C) SBD
Explanation
Activist investors take stakes in publicly listed companies since they often use public proxy
battles and open letters to other investors to push for their value enhancing changes This
rules out company LLB as a potential activist investment since it is unlisted An activist will
look for companies that are currently underperforming from a return on assets and assets
turnover perspective and seek to make changes to improve this performance and unlock
value Company SBD has low return on assets and asset turnover, with high cash balances
-this suggests the company could bene t from returning cash to shareholders and
repositioning the company to focus on higher productivity xed asset investments This
makes SBD A good candidate for activist investing Conversely, company JBC shows no
evidence of ine ciency since return on assets is high and other metrics are at average levels
(Study Session 14, Module 28.2, LOS 28.e)
Related Material
SchweserNotes - Book 4
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