Fixed_income_and_equity_management
three specific bond portfolio:
Laddered Portfolio: 每期都有现金流,dispersion中等
Bullet portfolio: 现金流集中在中期,dispersion最小
Barbell portfolio: 现金流集中在短期和长期两端,dispersion最大
dispersion(方差)越大,convexity越大,structural risk越大
roles of fixed-income in portfolios
diversification benefits
correlation between 投资级(国债)and equity 较低
correlation between 投机级(公司债)and equity 较高
全球投资correlation更小
correlation is not constant
market stress period
decrease between government and equity
increase between high yield bond and equity
bonds less volatile than equity: near-term(政策影响) volatility > average volatility
produce regular cash flows
meet future obligations
tuition(学费) payments
pension obligations
payout on life insurance policies
approach: ladder bond porfolio by staggering the maturity dates of portfolio bonds through investment horizon: balance price risk and reinvestment risk
a hedge for inflation
$R_{nominal} = Real + inflation rate$
protection against inflation
coupon
principal
fixed-coupon bonds
unprotected
unprotected
floating-coupon bonds
protected
unprotected
inflation-linked bonds (i.e., TIPS)
protected
protected
fixed-income mandates
liability-based mandates (or Asset liability management (ALM)/ structured mandates/ Liability-driven investment (LDI)) and total return mandates (or AO)
ALM
user of liability-based mandates:
individual: funding cash flow & life style needs
institution: bank, insurance, pension funds
duration matching
假设: yield curve 平行移动
条件:
the present value of the bond porfolio's assets must equal the present value of the liabilities $PV_A = PV_L$ and
a bond portfolio;s duration must equal the duration of the liability portfolio $D_A = D_L$,
convexity 越小越好,因为yield curve risk变小, i.e., convexity_A > convexity_L
i.e., $PV_A \times D_A = PV_L \times D_L = DollarD_A = DollarD_L$
risk:
interest rate risk, 因为忽略了convexity
yield curve risk, 非平行移动
rebalancing risk
other consideration
rebalance periodically
liquidity considerations, may need to be liquidated in order to satisfy the liability outflows
high portfolio turnover
not default
bonds with embedded options, better measured by effective duration
cash flow match
无假设
comparison between duration match and cash flow match
duration
cash flow match
yield curve assumption
parrallel yield curve shifts
None
mechanism
risk of shortfall in cash flows is minimized by matching duration and present value of lliability stream
Bond portfolio cash flows match liabilities
basic principle
cash flows come from coupon and principal repauments of the bond portfolio and offset liability cash flows
cash flow, coupon and principal repayments of the bond portfolio offset liability cash flows
rebalancing
frequent rebalancing required
not required but often desirable
complexity
high
low
contingent immunization
when value of asset portfolio > present value of liability -> surplus -> allowed to actively manage the asset portfolio
when actively managed portfolio < specified threshold -> active management ceases
horizon matching
cash flow matching (short term, <= 4-5 years) + duration matching (long term)
Total return mandates (AO)
pure indexing
enhanced indexing
active management
objective
match benchmark return and risk as closely as possible
modest performance (20-30bp) of benchmark while active risk is kept low (around 50bps or lower)
higher outperformance (50bps or more) of benchmark and higher active risk levels
portfolio
same as benchmark or only slight mismatches
small deviations from underlying benchmark
significant deviations from underlying benchmark
risk
risk factors are matched exactly
most primary risk factors are closely matched (duration)
deviations from benchmark (duration)
turnover
similar to underlying benchmark
slighly higher then underlying benchmark
considerably higher turnover than the benchmark
DB plan
accumlated benefit obligation (ABO):
projected benefit obligation (PBO):
effective duration
interest rate swap
bond market liquidity
fixed-income securities vary greately in their liquidity
v.s. equity markets: less liquid & less transparent
on-the-run liquidity > off-the-run liquidity
liquidity decrease -> yield increase
liquidity among bond market sub-sectors
more liquidity
less liquidity
reason
issuers
sovereign goverment bond
corporate and non-sovereign government bond
+ issuance size; + use as benchmark bond; + acceptance as collateral in repo market; + well-recognized issuers
credit quality
high
lower
find a counterparty dealer
issue frequency
outstanding issue
infrequent issuers
familarity
issue size
larger issues
smaller issues
include or excluded in/from bond index with minimum issue size requirements
maturity
nearer-term bonds
longer maturities bonds
intent to hold them until maturity
the effects of liquidity on fixed-income portfolio management
pricing
electronic systems help to increase tranparency
matrix pricing: 线性差值
advantage: no require complex financail modeling
disadvantage: ignore some value-relevent features between bonds
portfolio construction
trade-off between yield and liquidity
2 types of investors
buy-and-hold: prefer less liquid bonds for higher yields
investors that emphasize liquidity, give up some yield
dealer market
lower bid-ask spread (higher liquidity)
higher bid-ask spread (lower liquidity)
alternatives to direct investment in bonds
fixed-income derivative
futures, forward, options
swaps: interest rate swaps, CDS
fixed-income ETF and pooled investment vehicles
a model for fixed-income returns
decomposing expected returns
$$E(R) \approx yield income
rolldown return
E(change in price based on investor's views of yields and yield spreads)
E(credit losses)
E(currency gain or losses)$$
yield income
rolldown return (利率不变,时间变): assuming an unchanged yield curve
roll yield = yield income + rolldown return
E(chang in price based on investor's views of yields and yield spreads) (利率变) = [-MD dYield] + [1/2 convexity * (dYield)^2]
E(credit losses) = P(default) * expected loss severity (loss given default)
E(currency gain or losses), generally given
leverage
leverage
is the use of borrowed capital to increase the magnitude of portfolio positions
where $R_A$ = total portfolio return, $R_E$ = return on equity, $R_B$ = borrowing return
Methods for leveraging fixed-income portfolios
futures contracts
swap agreement
structured financial instruments
repurchase agreement
dollar interest = principal amount repo rate (term pf repo in days / 360)
securities lending
the portion of the collateral earnings rate that is repaid to the security borrower by the security lender
rebate rate = collateral earning rate - security lending rate
taxation
liability-driven and index-absed strategies
ALM
ADL, assets are given and liabilities are structured to manage interest rate risk
LDI (important), liabilityies are given and assets are managed
Type I
Type II
Type III
Type IV
cash outlay amount
known
known
unknown
unknown
timing
known
unknown
known
unknown
example
fixed income, bond having no embedded options
callable bond, putable bond, term life insurance
floating rate note, structure notes have principal inflation indexed bonds
property and casulaty insurance (财险车险), company DB plan
interest rate immunization
key assumption: sufficient but not necessary condition: a parallel yield curve shift
convexity = (macaulay duration^2 + macaulay duration + dipersion) / (1 + cash flow yield)^2
multiple liabilities
duration money
risk in LDI
model risk
interest rate risk: convexity
yield curve risk: non-parallel
spread risk
immunizing multiple type I liabilities
derivatives overlay LDI strategies
interest rqate swap overlays
conterparty credit risk
collateral exhaustion risk
liquidity risk
matching a FI portfolio to an index
pure indexing: replicate an existing mmarket index by purchasing all of the constituent securities in the index to minimize tracking risk
enhanced indexing strategy: the investor purchases fewer securities than the full set of index constituents but matches primary risk factors reflected in the index
active management
tracking risk
tracking error: the standard deviation of a porfolio's active return for a given period, and active return is defined as
active return = portfolio return - benchmark index return
fixed income market
unique characteristics which make them difficult to track
investors face significant challenges in replicating a bond market index
size and breadth
wide array
unique issuance and trading pattern
passive investment
mimic the prevailing characteristics of the overall investment available in terms of credit quility types of borrower maturity, and duration rather than express a specific marktet view
consistent with efficient market theory
replicate the market performance rather than outperform the market
bond market index replication
most straght forward
breif that active manafer cannot outperform the index
do not require manger analysis
task is to purchase or sell bonds when index changes and in/outflows
advanteges: best means of diversification
disadvantage: neither feasible nor cost-effective
alternative methods for passive investment
mutual fund
pooled invesment vehicles
open-ended mutal fund: NAV at the end of each trading day
ETF
more tradability
NAV of the underlying bonds
Total return swap (TRS): 期初无头寸
advantage: no requiring of the full cash outlay
disadvantage: not actually own the underlying assets
enhanced indeixng strategy
the goal of the approach:
mirror the most important index characteristics
closely track index performance
more efficient
stratified sampling
steps:
分类分层
manager identifies a subset of bonds with each correspinding index cell
positions in each cell are adjusted over time
Environmental, social, and corporate governance ESG
enhanced strategies:
lower cost enhanceent
issue selection enhancement: by using bond valuation models
yiled curve enhancement
sector/ quality enhancements: 看经济形势
周期/非周期行业
质量好/差
call exposure enhancement
利率低,少配含权债
利率高,多配含权债
primary indexing risk factors
primary indexing risk factors as follows:
portfolio modified adjusted duraiton (interest rate risk): effective duration
key rate duration (yield curve risk)
zero coupon bond: key rate duration
coupon paying bond: present value of distribution of cash flows methodology (PVD), 多个coupon paying bond 转变为多个zero coupon bond,权重为每个zero coupon bond的现值的权重,之后计算Key rate duration
sector and quality spread duration contribution (spread duration, 理论上应该和modified duration 一致)
percent in sector and quality
sector/ coupon/ maturity cell weights (option risk)
issuer exposure (issuer-specific event risk)
benchmark selection
asset allocation
strategic asset allocation: 长期目标
tactical asset allocation: 具体,短期的
criteria for benchamrk selection:
clear, transparent rules for security inclusion
weighting
investability
daily valuation availability of past returns and turnover
the dynmaics of fixed income market reuiqre investors to more actively understand:
duration preferences
desired risk and return profile
the desired duration profile ma be considered the portfolio beta with the targeted duration equal to an investor's preferred duration exposure
the smart beta
to reduce the cost of active
smart beta involves the use of simple transparent rules-based strategies
excess returns without the significantly higher fees
laddered portfolio
bullet portfolio, lower dispersion, lower convexity
barbell portfolio, higher dispersion, higher convexity
the way to build a ladder portfolio
build the ladder directly
use fixed-maturity corporate bond ETFs, and these ETF have a designated year of maturity and credit risk profile
advantage:
diversified and balanced position
convexity for ladder is in the middle of bullet and barbell
advantage in liquidity management
limitation
actual bonds entails a much higher cost of acquisition
the decision to build a laddered bond portfolio should be weighted against buying shares in a fixed-income mutual fund
yield curve strategies
a yield curve is a stylized representation of the yilds available to investors at various maturities within a market
changes of yield curve
parallel shift
change in slope - steepening/flattening (slope)
spread = Y_long - Y_short, 越大斜率越大
change in curvature
butterfly spread = 2*Y_M - (Y_S + Y_L), 越大曲率越大
correlation of three changes
since short-term rates tend to be more volatile than long-term rates
upward shift in level = flattens + less curved
downward shift in level = steepens + more curved
duration
Macaulay duration
Modified duration
Effecvtive duration
Key rate duration
Money duration
Price value of a basis point (PVBP, DV01)
convexity
convexity
effective convexity: a second-order effect that describes how a bond's interest rate sensitivity changes with changes in yield. Effective convexity is used when the bond has cash flows that change when yields change (as in the case of callable bonds or mertgage-backed securities)
major types of yield curve strategies
assumption: yield curve is upward sloping
active strategies
stable yield curve
buy and hold
stable yield curve
roll down/ride the yiled curve
stable yield curve
sell convexity
stable yield curve
carry trade
yield curve movemtn
level change
parallel upward shift
yield curve movemtn
level change
parallel downward shift
yield curve movemtn
slope change
flattening
yield curve movemtn
slope change
steepening
yield curve movemtn
curvature change
less curvature
yield curve movemtn
curvature change
more curvature
yield curve movemtn
rate volatility change
decrease rate volatility
yield curve movemtn
rate volatility change
increase rate volatility
active strategies under assumption of a stable yield curve
buy and hold
extend maturity to earn a higher yield and expected return
benefit from:
coupon collection and reinvestment, indicating by higher YTM
low turnover and transaction costs
riding (roll down) the yield curve
if yield curve not change its level and shape, buying bonds with a matuiry longer than the investment horizon
buy long term bonds and sell short term bonds
particularly useful when curve is stable and relatively steep
if the forecast ending yield is lower than the forward rate, earn a return greater than the one-period rate
sell convexity
buy bonds with lower convexity, or say, sell bonds with higher convexity, e.g., buy callable bonds or MBS
benefit from: difference in convexity between bonds with same duration
carry trade(借低利率买高利率)
buy a security and financeing it at a rate that is lower
benefit from: the spread between two rates
can be inherently risky, because the portfolio holds longer-term securities financed with short-term securities, 卖短期买长期,存在还款风险
intra-market carry trades: explot a stable upward-sloping yield curve
buy bond financed with repo market
receive fixed and pay floating on an interest rate swap
long bond futures
active strategies for yield curve movement of level, slop, and curvature
duration management (parallel) 基本不用没,因为要平衡duration
if rate increases, decrease portflio duration
if rate decreases, increase portflio duration
formula $\frac{\Delta P}{P} \approx - D \times \Delta Y$, where D is end duration
buy convexity
reasons: 想要涨得更多降得更少, buy convexity. tight duration constraints; deal with non-parallel shifts
benefit: magnify value gain and cushion price loss
limitations: rate change is significant and higher convexity results ini lower yield
methods (keeping duration-neutral)
alter portfolio structure
buy call option on bond
use pure bonds
long high convexity
short low convexity
use bonds with embedded option
long putable bond
short callable bond / MBS
use bond portfolios
long barbell
short bullet
use options
long call on bond OR long put on bond
level change
parallel upward/downward shift
choose the bond with highest total return
slope change
flattening of the yield curve: short rates rise
barbell outperforms bullet
long barbell, short bullet
convexity increases
flattening of the yield curve: short rates rise and long rates fall
barbell outperforms bullet
steepening of the yield curves: short and intermediate rates fall
bullet outperforms barbell
long bullet, short barbell
convextiy decreases
steepening of the yield curves: short fall and long rise
bullet outperforms barbell
curvature change
more curvature: short and long fall, mid rise
barbell outperform bullet
less curvature: short and long rise, mid fall
bullet outperform barbell
rate volatility change
volatility of intereset increase, increase convexity (long barbell, short bullet)
volatility of intereset decrease, decrease convexity (long bullet, short barbell)
strategies for yield curve movement
butterflies (barbell + bullet)
long butterflies
long wings(barbell) and short body (bullet)
positive convexity
benefit from flat and volatile yield curve
short butterflies
short wings(barbell) and long body (bullet)
negative convexity
benefit from steep and stable yield curve
partial PVBP: measure the change in dollar value of per 100 par bond when part of the yield curve changes for 1 bps
predicted change = portfolio par amount partial PVBP (-curve shift) * 100
derivatives used to implement strategies
duration management (if increase duration)
leverage buy bonds
long futures (Short maturity at- or near-the-money options on long-term bond futures contain a great deal of convexity)
buy receiver swap
buy swaption
inter-market curve strategies
it involves more than one yield curve and requires to hedge currency risk
primary drive is a view on narrowing or widening of yield spread between markets
under what conditions would two markets share a yield curve? (impossible!)
perfect capital mobility
fixed exchange rate
strategies
inter-market carry trades (with currency risk)
borrowing low and lending in high
borrow from lower-rate-currency bank, convert to the higher rate currency, and invest in a bond
enter into a currency swap, receiving payments in the higher rate currency and making payments in the lower rate currency
borrow from a higher rate currency and invest in a higher rate bond, borrow from lower rate currency and convert to higher rate currency using FX forward and make the payment in higher rate currency
inter-market carry trades (without currency risk)
borrow and lend in each currency
to explore differences in the slopes of the two yields curves
assuming normal upward sloping yield curves
receive fixed/pay floating in the steeper market and pay fixed/receive floating in the flatter market (yield curve strategy)
long bond futures in the steeper market and a short futures in the flatter market
net carry = lend deep long-term yield - borrow flat long-term yield + lend flat short-term yield - borrow deep short-term yield
hedge
whether or not to hedge: if the cost/benefit of hedging is greater than the projected change in the spot exchange rate
currency-hedged returns = bond's local amrket return + hedge cost/benefit
evaluating yield curve trades
Risk is not about what is expected to happen; rather, it is about deviation from the expected.
most of the yield curve risk can be adequately captured by a small set of standard scenarios:
shift non-parallel level change, 82%
twist: slope change, 12%
butterfly: curvature change, 4%
parallel = shift + twist - butterfly
Fixed-income active management: credit strategies
credit risk
investment-grade and high-yield
spread risk and default risk
spread duration-based and market value-based
credit risk
default risk
loss given default
credit loss rate = default rate * the loss severity
credit migration risk and spread risk
for investment-grade: credit migration risk, spread risk, interest rate risk are typically the most relevant considerations
credit migration: down grade risk
spread risk: measured by spread duration, it measures an option-free bond's price change if only spread has changed
interest risk
a bond's yield = a default risk-free interest rate + a spread
in theory, a change in interest rate has the same effect on a risk-free bond as it does on a risky bond
in practice, credit spreads tend to be negatively correlated with risk-free interest rates(垃圾债更关注spread risk, 不关注interest rate risk)
changes in risk-free rates tend to generate smaller changes in corporate bond yields than theoretical measures of duration suggest
bonds with large credit spreads have less sensitivity to interest rate changes than bonds with smaller credit spread
empirical duration: is a measure of interest rate sensitivity that is determined from market data. run a regression of its price returns on changes in a benchmark interest rate
liquidity risk
effective factor: issuze size; the size of the market; bonds that are held in dealers' inventories (high credit ratings); liquidity
implication
high yield(typically low grade) bond is more costly
credit risk
credit spread: is perhaps the single most important measure in credit security selection
benchmark spread = the yield on a credit security - the yield on a benchmark bond with a similar duration
G-spread = the yield on a credit security - the yield on government bond
when no same maturity exists, a linear interpolation is used.
advantage: simple, easy to calculate
usage:
hedge the credit security interest rate risk -> duration weighted
estimating yield and price changes
I-spread = yield on a credit security - the swap rates denominated in the same currency
advantage: swap curves may be smoother than government bond yield curves; government affected by supply and demand; government 不含信用风险,benchmark最好可以含credit risk
Z-spread
Option-adjusted spread (OAS) 行权后的spread
it is the constant spread that, when added to all the one-period forward rates on the interest rate tree, makes the arbitrage-free value of the bond equal to its market price
usage: most useful for comparing bonds with different features such as embedded options
disadvantages
depends on the assumptions of future interest rate volatility
the realized spread will either be more or less than the OAS, depending on whether the option is actually exercised.
the most appropriate measure for a portfolio level spread is the OAS to calculate a portfolio OAS each bonds OAS is weighted by its market value.
excess return
holding-period excess return
$XR \approx (s \times t) - (\Delta s \times \Delta SD)$
where $XR$ is the holding-period excess return, $s$ is the spread at the beginning of the holding period expressed in fractions of a year, $\Delta s$ is the change in the credit spread during the holding period, and $SD$ is the spread duration of the bond.
expected excess return
$EXR \approx (s \times t) - (\Delta s \times \Delta SD) - (t \times p \times L)$
where p is the annualized expected probability of default and L is the expected loss severity.
credit strategy approaches
outline
bottom-up approach: selecting the best relative value
easier to gain an information advantage
work best when comparing bonds with fairly homogeneous credit risk exposure (relative valuation)
macro factor can overwhelm value added with individual security valuation changes
top-down approach
focus directly on those macro factors
harder to gain on information advantage
approach
bottom-up approach
divide the credit universe
identify the "best" relative value bond withn each sector (use expected excess return)
use spread curve
outperform a benchmark
generate positive absolute returns(买保护): buy CDS/put option, or short verizon bonds
bond structure: the priority in the capital structure
issuance date: recently issued bonds have narrower bid-offer spreads and greater daily transaction volume
supply: new bond issue make the existing bonds decline in value
issue size: 大流动性好,但是debt ratio高,违约风险提高
top-down approach
macro factor, important!
desired credit quality determination
credit cycle
credit spread changes: a good predictor to default
assess the credit quality
average credit rating: arithmetic weighting (S&P) and non-arithmetic (Moody's)weightings. arithmetic weighting (S&P) will underestimate its credit risk
average OAS
average spread duration
duration times spread: DTS = spread duration * OAS
industry sector allocation
quantitative tools: such as regression
information
financial ratio analysis
expected excess return in top-down approach
$EXR \approx (s \times t) - (\Delta s \times SD) - (t \times p \times L)$
bottom-up portfolio construction
portfolio construction: 1) divided the universe into sectors, 2) weightings of these sector(market value, spread duration)
when cannot obtain desired bonds:
substitution
indexing: portfolio to mirror the performance
cash: hold cash to wait if the bonds will soon be available
top-down approach
interest rate measurement and management
manage interest rate exposure 1) derivatives
advantages: key rate durations can be controlled independently of credit spread curve exposure; high liquidity
disadvantages: not willing to use
manage interest rate exposure 2) maturity management
advantages: without derivatives
disadvantages:
difficult to match key rate duration
duration and yield curve exposure will change in the same direction
without using derivatives, impossible to structure portfolio with low interest rate exposure
manage interest rate exposure 3) volatility management
managed with credit securities (callable bonds / MBS) or with derivatives (options)
country and currency exposure
spread curves
ESG consideration in portfolio management
ESG: environmental, social, and governance
relative value considerations: poor ESG practice with more credit risk
guideline constraints (negative impact)
positive impact investing opportunity
portfolio-level risk measures
monitoring of exposures to ESG-related risk factors
targeting an average ESG portfolio score
liquidity risk
measure of secondary market liquidity risk
US data are used
trading volume
spread sensitivity to fund outflows. percentage outflow = total US dollars withdrawn from high-yield or investment-grade funds / divided by the funds' assets under mangement
bid-ask spreads
structural industry changes and liquidity risk
structural changes following the 2008-2009 global financial crisis
new regulations
dealers became more risk averse
effects in liquidity risk
dealer decrease bond positions -> decrease liquidity
reduce position concentration -> increase liquidity
management of liquidity risk
holding cash
managing position sizes: more liquid, greater weight
holding liquid, non-benchmark bonds
CDS index derivative to protect
ETF
tail risk
tail risk is the risk that there are more actual events in the tail of a porbability ditribution than probability models would predict
asset tail risk
scenario analysis:
historical scenario analysis
hypothetical scenario analysis
correlation in scenario analysis: increasing in correlation generates more extrmely unusual outcomes
manage tail risk
portfolio diversification
advantage: may have only a modest incremental cost
limitations:
difficult to identify opportunities
may not fully achieve an investor's objectives
tail risk hedge: CDS and options
disadvantages:
cost, expensive to hedge
investors who cannot use derivatives
international credit markets
investment opportunities
credit cycle
credit quality or issuer (when market change extremely)
sector composition (when market change extremely)
market factor
risk consideration
emerging markets credit (risk)
concentration in commodities and banking, higher proportion
government ownership
advantage: provide support
disadvantage: the uncertainty in the contractual rights and interests of non-domestic bondholders. lower recovery rate than in developed markets
credit quiality
apply a "sovereign ceiling", high concentration in both the lower portion of the investment-grade rating spectrum and the upper portion of high yield
global liquidity (risk)
currency risk
legal risk
structured financial instruments
include: mortgage-backed securities (MBS), asset-backed securities (ABS), collateralized debt obligations (CDOs) and covered bonds
MBS: a form of ABS thaht represent rights to receive cash flows from portfolios of mortgage loans
advantages:
high liquidity, less default risk
exposure to real estate
exposure to expected changes in interest rate volatility (MBS negative convexity)
ABS: backed by several non-mortgage assets as collateral, including automobile loans, automobile lease receivables, credit card receivables, student loans, bank loans, and accounts receivable
advantages:
more liquid alternatives to corporate bonds for expressing views on some sectors
can express views on consumer credit
can provide portfolio diversification and return benefits
CDO: a security backed by a diversified pool of one or more debt obligations
exposure to default correlations:
senior/ mezzanine/ subordinated
as correlation increase, value of mezzanine tranches increase
correlation tend to be highly negative can profit selling the subordinated and buying the senior tranche (买不容易违约的)
correlation tend to be highly positive can profit buying the subordinated and selling the senior tranche (都违约,买便宜的)
advantages:
relative value: 套利, 也可以使用sythetic CDO (buy T-bond + sell CDS)
leveraged exposure to credit: mezzanine and equity tranches can gain additional return if the underlying collateral has strong returns
disadvantages:
do not provide much diversification
do not offer unique exposure to a sector or market factor
covered bond: is a debt obligation issued by a financial institution, usually a bank, and backed by a segregated pool of assets called a coverd pool
in the event of default, bondholders have recourse against both the financail institution and the assets in the cover pool. Because of this dual protection for creditors, covered bonds usually carry lower credit risk and offer lower yields than otherwise similar corporate bonds or ABS
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