Capital Asset Pricing
Model: Introduction
D Keck
October 3, 2016
CAPM
The most common model for the rate cost of
equity, , for a publicly traded companykE
2/30
Value of Company
The fair value for a company is the fair value of
company's debt plus the fair value of the equity
capital
DCF for the value of a company
FCF is the cash flow to the debt and
equity capital providers
is the (weighted average) cost of capital
But what is ?
V = D + E
V = ∑n
i=1
FCFi
(1+k)i
k
k = ⋅ (1 − τ) ⋅ + ⋅kD
D
V kE
E
V
kE
3/30
Free Cash Flow
Operating cash flow minus capital expenditures
More later
4/30
Equity Value of Company
Dividend discount method
FCFE is the cash flow available to the equity
capital providers
FCFE Method
But what is ?
E = ∑n
i=1
DIVi
(1+kE)i
p = ∑n
i=1
di
(1+kE)i
=di
DIVi
ns
E = ∑n
i=1
FCFEi
(1+kE)i
kE
5/30
Equity Return Rates
Return rate on a firm's book value of equity, EB
Expected total return rate on a firm's market
value of equity, E
roe = NP
EB
=rE
E[NP]
E
6/30
Equity Return Rates
The total return rate on an asset, E, is a function
of the risk free and risky (excess) rates of return
One simple and very typical model is as follows
= f( , , . . . )rE rrisk free rrisky
= f( , , . . . )rE rF rexcess
= +rE rF rexcess
= −rexcess rE rF
7/30
Equity Return Rates
excess mean rate of return
= ⋅ ( − )rexcess
1
n
∑n
i=1 rEi
rFi
8/30
Market Risk Premium
The market or equity risk premium is the excess
return rate on the total stock market, denoted M
(the "market")
Sampling frequency (per year), m ?
Number of samples, n ?
is equity or market risk premium (ERP or
MRP)
= ⋅ ( − )rMexcess
1
n
∑n
i=1 rMi
rFi
rMexcess
9/30
Expected Return on Equity
Simple linear regression
( − ) = α + β ⋅ ( − ) +rEi
rFi
rMi
rFi
ϵi
10/30
Expected Return on Equity
Simple linear regression
is a measure of risk for pubicly traded equity
is the excess or risky return rate for taking
market risk
( − ) = α + β ⋅ ( − ) +rEi
rFi
rMi
rFi
ϵi
β
α
11/30
CAPM Model
E[ ] = + β ⋅ ( − )rE rF rM rF
= + β ⋅ ( − )rE rF rM rF
= + β ⋅ MRPrE rF
12/30
CAPM Model
Model calibration
Levered
Historical data:
Current data:
·
MRP
- β
-
·
- rF
β
= ⋅ (1 + (1 − τ)) ⋅βL βU
D
E
13/30
More on regression
First column of are 1's, second column is
excess market rates
simple: has 2 columns and has 2 rows
linear: is linear
regression: is numeric
ordinary: linear
least squares: scalar measure of
( − ) = α + β ⋅ ( − ) +rEi
rFi
rMi
rFi
ϵi
y = X ⋅ β + ϵ
y = ( − )rE rF
β = (β0 β1 )T
X
X β
β
y
ϵ
14/30
Regression Fit
Linear regresssion hypothesis
p-value =
Reject with 95% confidence if p-value < .05
coefficient of determination
is the fraction of variance in explained by the
fitted line
: β = 0H0
: β ≠ 0HA
P( | data)H0
H0
R2
y
15/30
Cost of Equity
CAPM Model
To this point assume that the sampling frequency
is one year so that the expected rate of return
and the cost of capital are annual
≡ E[ ]kE rE
16/30
INTC
Intel Corp data
INTC (http://finance.yahoo.com/quote/INTC?
p=INTC)
17/30
Rates of Return
Simple rates of return
Natural log rates of return
= ⋅ (1 + )Pi Pi−1 ri
=ri
−Pi Pi−1
Pi−1
ln( ) = ln( ) +Pi Pi−1 ui
= ln( ) − ln( )ui Pi Pi−1
= ln( )ui
Pi
Pi−1
= ⋅Pi Pi−1 eui
18/30
Mean Rates of Return
Mean over n periods, e.g., n months
Arithmetic mean of simple rates
Arithmetic mean of natural log rates
Geometric mean of simple rates
r = ⋅1
n
∑n
i=1
−Pi P1−1
Pi−1
u = ⋅ ln( )1
n
∑n
i=1
Pi
Pi−1
g = [ (1 + ) − 1∏n
i=1 ri ]
1
n
g = [ − 1Pn
P0
]
1
n
19/30
Converting Mean Rates of
Return
Future value factors, f, over m periods, e.g., 12
months
Exact only if is normally distributed
Mean
Median
ui
= ⋅ (1 + rPm P0 )m
= ⋅Pm P0 e(u+ )⋅mσ2
2
= (1 + r =fmean )m
e(u+ )⋅mσ2
2
r = − 1e(u+ )σ2
2
= ⋅ (1 + gPm P0 )m
= ⋅Pm P0 eu⋅m
= (1 + g =fmedian )m
eu⋅m
g = − 1eu
20/30
Homework 6A, 6B
by RWJ
21/30
Homework 6C
by RWJ
22/30
Homework 6D
by RWJ
23/30
Homework 6D Solution
24/30
Homework 6D Solution
In the previous image, the expression for F
should have $15M subtracted off so that F equals
$1,639,610
25/30
Homework 6D Solution Code
d = 1 / ( 1 + 1/.4)
psp('debt / value',d,2)
## [1] "debt / value 28.57 %"
e = 1 / 1.4
psp('equity / value',e,2)
## [1] "equity / value 71.43 %"
kD = .1
psp('cost of debt capital',kD,2)
## [1] "cost of debt capital 10 %"
26/30
Homework 6D Solution Code
t = .34
kE = .2
psp('cost of capital',kE,2)
## [1] "cost of capital 20 %"
k = d * (1-t) * kD + e * kE
psp("cost of capital",k,2)
## [1] "cost of capital 16.17 %"
27/30
Homework 6D Solution Code
V = 15000000 * ( e / .88 + d / .96 )
psr('funds raised $',V,0)
## [1] "funds raised $ 16639610"
F = V - 15000000
psr('flotation cost $',F,0)
## [1] "flotation cost $ 1639610"
28/30
Homework 6D Solution Code
PV = 3000000 / k
psr('present value of future cash flows $',PV,0)
## [1] "present value of future cash flows $ 18551237"
NPV = PV - V
psr('net present value $',NPV,0)
## [1] "net present value $ 1911626"
29/30
Homework 6E
by RWJ
30/30

Capm pdf

  • 1.
    Capital Asset Pricing Model:Introduction D Keck October 3, 2016
  • 2.
    CAPM The most commonmodel for the rate cost of equity, , for a publicly traded companykE 2/30
  • 3.
    Value of Company Thefair value for a company is the fair value of company's debt plus the fair value of the equity capital DCF for the value of a company FCF is the cash flow to the debt and equity capital providers is the (weighted average) cost of capital But what is ? V = D + E V = ∑n i=1 FCFi (1+k)i k k = ⋅ (1 − τ) ⋅ + ⋅kD D V kE E V kE 3/30
  • 4.
    Free Cash Flow Operatingcash flow minus capital expenditures More later 4/30
  • 5.
    Equity Value ofCompany Dividend discount method FCFE is the cash flow available to the equity capital providers FCFE Method But what is ? E = ∑n i=1 DIVi (1+kE)i p = ∑n i=1 di (1+kE)i =di DIVi ns E = ∑n i=1 FCFEi (1+kE)i kE 5/30
  • 6.
    Equity Return Rates Returnrate on a firm's book value of equity, EB Expected total return rate on a firm's market value of equity, E roe = NP EB =rE E[NP] E 6/30
  • 7.
    Equity Return Rates Thetotal return rate on an asset, E, is a function of the risk free and risky (excess) rates of return One simple and very typical model is as follows = f( , , . . . )rE rrisk free rrisky = f( , , . . . )rE rF rexcess = +rE rF rexcess = −rexcess rE rF 7/30
  • 8.
    Equity Return Rates excessmean rate of return = ⋅ ( − )rexcess 1 n ∑n i=1 rEi rFi 8/30
  • 9.
    Market Risk Premium Themarket or equity risk premium is the excess return rate on the total stock market, denoted M (the "market") Sampling frequency (per year), m ? Number of samples, n ? is equity or market risk premium (ERP or MRP) = ⋅ ( − )rMexcess 1 n ∑n i=1 rMi rFi rMexcess 9/30
  • 10.
    Expected Return onEquity Simple linear regression ( − ) = α + β ⋅ ( − ) +rEi rFi rMi rFi ϵi 10/30
  • 11.
    Expected Return onEquity Simple linear regression is a measure of risk for pubicly traded equity is the excess or risky return rate for taking market risk ( − ) = α + β ⋅ ( − ) +rEi rFi rMi rFi ϵi β α 11/30
  • 12.
    CAPM Model E[ ]= + β ⋅ ( − )rE rF rM rF = + β ⋅ ( − )rE rF rM rF = + β ⋅ MRPrE rF 12/30
  • 13.
    CAPM Model Model calibration Levered Historicaldata: Current data: · MRP - β - · - rF β = ⋅ (1 + (1 − τ)) ⋅βL βU D E 13/30
  • 14.
    More on regression Firstcolumn of are 1's, second column is excess market rates simple: has 2 columns and has 2 rows linear: is linear regression: is numeric ordinary: linear least squares: scalar measure of ( − ) = α + β ⋅ ( − ) +rEi rFi rMi rFi ϵi y = X ⋅ β + ϵ y = ( − )rE rF β = (β0 β1 )T X X β β y ϵ 14/30
  • 15.
    Regression Fit Linear regresssionhypothesis p-value = Reject with 95% confidence if p-value < .05 coefficient of determination is the fraction of variance in explained by the fitted line : β = 0H0 : β ≠ 0HA P( | data)H0 H0 R2 y 15/30
  • 16.
    Cost of Equity CAPMModel To this point assume that the sampling frequency is one year so that the expected rate of return and the cost of capital are annual ≡ E[ ]kE rE 16/30
  • 17.
    INTC Intel Corp data INTC(http://finance.yahoo.com/quote/INTC? p=INTC) 17/30
  • 18.
    Rates of Return Simplerates of return Natural log rates of return = ⋅ (1 + )Pi Pi−1 ri =ri −Pi Pi−1 Pi−1 ln( ) = ln( ) +Pi Pi−1 ui = ln( ) − ln( )ui Pi Pi−1 = ln( )ui Pi Pi−1 = ⋅Pi Pi−1 eui 18/30
  • 19.
    Mean Rates ofReturn Mean over n periods, e.g., n months Arithmetic mean of simple rates Arithmetic mean of natural log rates Geometric mean of simple rates r = ⋅1 n ∑n i=1 −Pi P1−1 Pi−1 u = ⋅ ln( )1 n ∑n i=1 Pi Pi−1 g = [ (1 + ) − 1∏n i=1 ri ] 1 n g = [ − 1Pn P0 ] 1 n 19/30
  • 20.
    Converting Mean Ratesof Return Future value factors, f, over m periods, e.g., 12 months Exact only if is normally distributed Mean Median ui = ⋅ (1 + rPm P0 )m = ⋅Pm P0 e(u+ )⋅mσ2 2 = (1 + r =fmean )m e(u+ )⋅mσ2 2 r = − 1e(u+ )σ2 2 = ⋅ (1 + gPm P0 )m = ⋅Pm P0 eu⋅m = (1 + g =fmedian )m eu⋅m g = − 1eu 20/30
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
    Homework 6D Solution Inthe previous image, the expression for F should have $15M subtracted off so that F equals $1,639,610 25/30
  • 26.
    Homework 6D SolutionCode d = 1 / ( 1 + 1/.4) psp('debt / value',d,2) ## [1] "debt / value 28.57 %" e = 1 / 1.4 psp('equity / value',e,2) ## [1] "equity / value 71.43 %" kD = .1 psp('cost of debt capital',kD,2) ## [1] "cost of debt capital 10 %" 26/30
  • 27.
    Homework 6D SolutionCode t = .34 kE = .2 psp('cost of capital',kE,2) ## [1] "cost of capital 20 %" k = d * (1-t) * kD + e * kE psp("cost of capital",k,2) ## [1] "cost of capital 16.17 %" 27/30
  • 28.
    Homework 6D SolutionCode V = 15000000 * ( e / .88 + d / .96 ) psr('funds raised $',V,0) ## [1] "funds raised $ 16639610" F = V - 15000000 psr('flotation cost $',F,0) ## [1] "flotation cost $ 1639610" 28/30
  • 29.
    Homework 6D SolutionCode PV = 3000000 / k psr('present value of future cash flows $',PV,0) ## [1] "present value of future cash flows $ 18551237" NPV = PV - V psr('net present value $',NPV,0) ## [1] "net present value $ 1911626" 29/30
  • 30.