STRATEGIC FINANCIAL MANAGEMENT
Hurdle Rate: The Basics of Risk II
KHURAM RAZA
First Principle and Big Picture
The Basics of Risk
Defining the Risk
Equity Risk and Expected Returns
Measuring Risk
Rewarded and Unrewarded Risk
The Components of Risk
Why Diversification Reduces the Risk
Measuring Market Risk
The Capital Asset Pricing Model
The Arbitrage Pricing Model
Multi-factor Models for risk and return
Proxy Models
The Risk in Borrowing
The Determinants of Default Risk
Default Risk and Interest rates
The Basics of Risk
Defining the Risk
Equity Risk and Expected Returns
Measuring Risk
Rewarded and Unrewarded Risk
The Components of Risk
Why Diversification Reduces the Risk
Measuring Market Risk
The Capital Asset Pricing Model
The Arbitrage Pricing Model
Multi-factor Models for risk and return
Proxy Models
The Risk in Borrowing
The Determinants of Default Risk
Default Risk and Interest rates
Measuring Market Risk
Measuring Market Risk
Mean - Variance Optimization
2
2
2
2
Return
w
w
2 wA wtoB
p
A
A
B
B According
A, B A B
Markowitz’s
%
10%
A
B
approach, investors should
A
evaluate portfolios
based on
ρa,b
ρ
their return anda,c risk as
measured
by the Cstandard
B
ρb,c
deviation
p A2 wA2 B2 wB2 C2 wC2 2wA wB A, B A B 2wB wC B ,C B C 2wA wC A,C A C
5%
C
A
To analyze 50 stocks, the input list includes:
n = 50 estimates of expected returns
B
n = 50 estimates of variances
(n2 - n)/2 = 1,225 estimates
5% of covariance's
20%
Risk
1,325 estimates
C
If n = 3,000 (roughly the number of NYSE stocks), we need more
To the risk-averse
wealth
maximizer,
the choices are clear, A dominates B,
than 4.5
million
estimates.
A dominates C.
D
Capital-Asset Pricing Model
Efficient portfolio – a portfolio that has the
smallest portfolio risk for a given level of
expected return or the largest expected return
for a given level of risk
Efficient set (frontier) – Portfolio that offers the
best risk-expected return combinations available
to investors
Minimum Variance Portfolio
It represented by the all the
common stocks
High correlation with all
portfolios excess return over
the risk free rate
CAPM-Assumptions
Capital Markets are Efficient
Investor are well informed
No transaction cost
No investor is large enough to affect the market price of a stock
Investors are rational mean-variance optimizers
Investors are in general agreement
• Performance of individual securities
• Common holding period
Two types of investment opportunities
Risky Assets (portfolios of common stocks)
Risk-free security
CAPM-The Characteristic Line
A line that describes the relationship between an individual security’s returns
and returns on the market portfolio. The slope of this line is beta.
Beta: An Index of Systematic Risk
Over Priced & under priced stocks
The Arbitrage Pricing Model
Like the capital asset pricing model, the arbitrage pricing
model begins by breaking risk down into two components.
The first is firm specific and covers information that
affects primarily the firm.
The second is the market risk that affects all
investment; this would include unanticipated changes in
a number of economic variables, including
Gross national product,
Inflation, and
Interest rates.
ri = ai + bi1F1 + bi2F2 + …+bikFk
Multi-factor Models for risk and return
Multi-factor models generally are not based on
extensive economic rationale but are determined by
the data. Once the number of factors has been
identified in the arbitrage pricing model, the behavior
of the factors over time can be extracted from the data.
These factor time series can then be compared to the
time series of macroeconomic variables to see if any of
the variables are correlated, over time, with the
identified factors.
Multi-factor Models for risk and return
a study from the 1980s suggested that the following macroeconomic variables
were highly correlated with the factors that come out of factor analysis:
industrial production,
changes in the premium paid on corporate bonds over the riskless rate,
shifts in the term structure,
unanticipated inflation,
and changes in the real rate of return.
These variables can then be correlated with returns to come up with a model
of expected returns, with firm-specific betas calculated relative to each
variable. The equation for expected returns will take the following form:
E(R) = Rf + ß GNP (E(R GNP )-Rf ) + ß i (E(Ri)-Rf) ...+ ßg (E(Rg)-Rf)
Proxy Models
The Fama-French Three-Factor Model is an advancement
of the Capital Asset Pricing Model (CAPM). Beta is the
brainchild of CAPM, which is designed to determine a
theoretically appropriate required rate of return of any
investment and compare the riskiness of an investment
to the risk of the market.
Fama and French found that on average, a portfolio’s
beta is the reason for 70% of its actual stock returns.
Unsatisfied, they thought, rightly, that there was an even
better explanation. They discovered that figure jumps to
95% with the combination of beta, size and value.
Proxy Models
They added these two factors to a standard CAPM:
SMB = “small [market capitalization] minus big”
"Size" This is the return of small stocks minus
that of large stocks. When small stocks do
well relative to large stocks this will be
positive, and when they do worse than
large stocks, this will be negative.
HML = “high [book/price] minus low”
"Value" This is the return of value stocks
minus growth stocks, which can likewise
be positive or negative.
The Risk in Borrowing
Bounds Ratings
In contrast to the general risk and return models for equity, which evaluate the
effects of market risk on expected returns, models of Borrowing risk measure
the consequences of firm-specific
on promised
returns.
1. risk
Financial
Ratios
Default Risk
Return on assets
Interest Rate Risk
Debt ratios
Interest coverage ratio
Interest Rate Risk
Default Risk
2. Contract
termstend to rise in value when
corporates
byrates
a mortgage
Function of firm capacity to Secured
interest
fall, and they fall in value
Subordinated
when interest
rates rise.
to other
debt Usually, the
generate cash flows from
longerfund
theprovisions
maturity, the greater the
Sinking
operations and its financial
degree of price
volatility
Guarantees
by some
other party
When interest rates rise, new issues
obligations, its depends on
3. Qualitative
Factors
come
market with higher yields
generate high cash flows Sensitivity oftoearnings
to the
economy
than older securities,
making
those
more stable the cash flows
Affected
byones
inflation
older
worth less. Hence, their
Laborprices
more liquid a firm’s assets
problems
go down and and vise versa
Potential environmental problems