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LECTURE NOTES

Mathematical Modeling and its Application in Finance

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(2)

2

Stavros A. Zenios

Stavros A. Zenios

Operations and Information Management Department

Operations and Information Management Department

The Wharton School

The Wharton School

University of Pennsylvania

University of Pennsylvania

Lecture 9:

(3)

OUTLINE

n

n

Portfolio Dedication Principles

Portfolio Dedication Principles

n

n

Portfolio Immunization Principles

Portfolio Immunization Principles

n

n

Mathematical Programming Models

Mathematical Programming Models

Reading:Reading:

S. Zenios, Financial Optimization, S. Zenios, Financial Optimization, pppp. 15. 15----2424

(4)

4

Portfolio Dedication

Fixed income Asset/Liability management strategy: Fixed income Asset/Liability management strategy:

Example 1:

Example 1: Guaranteed Investment Contracts in the 70’s:Guaranteed Investment Contracts in the 70’s: Upward sloping yield curve

Upward sloping yield curve 3

3-- to 7-to 7-year maturity of year maturity of GICs GICs with low interest paymentswith low interest payments Proceeds reinvested in 10

Proceeds reinvested in 10-- to 30-to 30-year mortgages, public year mortgages, public bonds

bonds

What happened as interest rates rose in the late 1970s ? What happened as interest rates rose in the late 1970s ?

Example 2:

Example 2: Pension fund management may assume very conservative values Pension fund management may assume very conservative values for reinvestment opportunities. Result?

for reinvestment opportunities. Result?

Example 3: Court settlements. Example 3: Court settlements.

How to manage such risks? CASH

(5)

Cashflow Matching

Time Time

Liabilities Liabilities Assets

Assets

No interest rate risk. No interest rate risk. Can we achieve

(6)

6

Portfolio Dedication

Time Time

Liabilities Liabilities Assets

Assets

Reinvestment Reinvestment

Maturing assets + Proceeds from reinvestment = Liabilities, at e

(7)

Portfolio Dedication

n

n

Determining the Liabilities for a Pension Fund

Determining the Liabilities for a Pension Fund

Closed block of retirees:

Closed block of retirees:

– Very accurate estimateVery accurate estimate---benefits are known (+)benefits are known (+) –

– Only a small part of the fund’s liabilities (Only a small part of the fund’s liabilities (--))

– Declining stream of liabilities due to mortalityDeclining stream of liabilities due to mortality

Retired

Retired

-

-

lives plus terminated vested participants

lives plus terminated vested participants

– Broader universe of participants (+)Broader universe of participants (+) –

– Vested benefits are known (+)Vested benefits are known (+)

Anticipated retiree obligations

Anticipated retiree obligations

– Even broader universe (+)Even broader universe (+) –

– Benefits are not known with certainty (Benefits are not known with certainty (--))

(8)

8

Portfolio Dedication

n

n

Setting constraints:

Setting constraints:

Restrict investments to high

Restrict investments to high

-

-

quality bonds

quality bonds

Restrictions by agency, sector, issuer (diversification of

Restrictions by agency, sector, issuer (diversification of

industry specific risk)

industry specific risk)

n

n

Example:

Example:

– QualityQuality

– Treasury 20 to 100%Treasury 20 to 100%

– Agency 0 to 100%Agency 0 to 100%

– AAAAAA 0 to 100%0 to 100%

– AA 0 to 100%AA 0 to 100%

– A 0 to 50%A 0 to 50%

– BBB 0BBB 0

– SectorSector

– Treasury 20 to 100%Treasury 20 to 100%

– Agency 0 to 100%Agency 0 to 100%

– Industrial 0 to 30%Industrial 0 to 30%

– Utility 0 to 30%Utility 0 to 30%

(9)

Portfolio Dedication

n

n

Choosing the reinvestment

Choosing the reinvestment

---

---

rollover

rollover

---

---

rate:

rate:

Assuming high rollover rate will

Assuming high rollover rate will

prefund

prefund

liabilities if high

liabilities if high

-

-

yield

yield

securities are available with maturity before the liability date

securities are available with maturity before the liability date

s

s

Assuming low reinvestment rates leads to tighter

Assuming low reinvestment rates leads to tighter

cashflow

cashflow

matching, at the potential loss of portfolio yield

matching, at the potential loss of portfolio yield

n

n

Example: Current actuarial practices allow 5 to 8

Example: Current actuarial practices allow 5 to 8

percent

percent

n

(10)

10

Portfolio Dedication: mathematical program

rate

nt

Reinvestme

:

period

at

security

from

generated

Cashflow

:

period

at

obligation

Liability

:

security

in

invested

Amount

:

security

of

(price)

Cost

:

ρ

t

j

cf

t

L

j

x

j

p

jt t

j j

Constraint: at each period t, the

Constraint: at each period t, the cashflow cashflow received from assets +received from assets + income from reinvestment = the liability obligation

(11)
(12)

12

Example: Portfolio Dedication for a Pension Fund

Total liabilities:

Total liabilities:

$283,758,000

$283,758,000

over 35 years (retired lives only)over 35 years (retired lives only) Reinvestment rate: 5%

Reinvestment rate: 5%

Present value of liabilities:

Present value of liabilities:

$159,818,000

$159,818,000

Portfolio cost (market value):

Portfolio cost (market value):

$123,160,000

$123,160,000

Portfolio yield: 7.83%

Portfolio yield: 7.83%

Savings (portfolio cost over present value of liabilities: 23%

Savings (portfolio cost over present value of liabilities: 23%

Portfolio

Portfolio reoptimizationreoptimization. . Bond swaps.

Bond swaps.

(13)

Portfolio Immunization

n

n

Broad fixed

Broad fixed

-

-

income asset/liability management strategy

income asset/liability management strategy

Actuary F.M.

Actuary F.M.

Reddington

Reddington

(1952)

(1952)

“the investment of the assets in such a way that the existing

“the investment of the assets in such a way that the existing

business is immune to a general change in the rate of interest”

business is immune to a general change in the rate of interest”

(14)

14 ) 1 ( 1 1

)

1

(

duration

dollar

obtain the

we

yield

respect to

with

derivative

Taking

)

1

(

bond

of

Yield

:

period

at

bond

from

Cashflow

:

bond

of

lue)

present va

(or

Price

:

+ − = − =

+

=

+

=

t T t j jt j t T t j jt j j jt j

r

tcf

d

r

cf

P

j

r

t

j

cf

j

P

Note: Dollar duration of a portfolio of bonds is additive Note: Dollar duration of a portfolio of bonds is additive

j N

j

j

p

d

x

d

=

=

(15)

Mathematical Program for

Portfolio Immunization

security

of

Duration

:

liability

of

lue

Present va

:

liability

of

Duration

:

security

of

Yield

:

security

in

invested

Amount

:

security

of

(price)

Cost

:

j

d

P

D

j

r

j

x

j

p

j L L j

(16)

16

Mathematical Program for

(17)

Understanding Portfolio Immunization:

Interpretation of duration

Effect of changing interest rates on asset value: Effect of changing interest rates on asset value:

Years Years Asset

Asset value value

100 100

9% bond in a 9% interest rate

9% bond in a 9% interest rate envenv..

30 years bond

30 years bond

Interest rates rise instantaneously to 15%

Interest rates rise instantaneously to 15%

Market loss greater than Market loss greater than reinvestment gains

reinvestment gains Reinvestment gains

Reinvestment gains

greater than market loss greater than market loss

Duration Duration

6.79

(18)

18

Understanding Portfolio Immunization:

Duration matched portfolios

Assume a target (liability) duration of 6.79 years Assume a target (liability) duration of 6.79 years

Time Time Barbell Portfolio

Barbell Portfolio

Time Time Bullet portfolio

(19)

Yield of structured duration matched portfolios

2

2 55

Years Years Yield

Yield

Bullet structure Bullet structure

(20)

20

What is the risk exposure of barbell and even

ladder portfolios?

Shape risk. Shape risk.

Add convexity constraints Add convexity constraints

References

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