Let us now examine a three-asset portfolio construction process using
Johnson & Johnson, DuPont, and IBM securities.
Stock Asset
JNJ 1
IBM 2
DD 3
(8.4)
(8.5)
∂σ
∂
σσσσσσσσσ
p
x
xx
2
2
22
2
3
2
23 1 3
2
12 13 23 3
2
=+−++−−−+= 2 ()( 2 22 2 2 22 0) 23
∂σ
∂
σσσσσσσσσ
p
x
xx
2
1
11
2
3
2
13 2 3
2
12 13 23 3
2
=+−++−−−+= 2 ()( 2 22 2 2 22 0) 13
σσσσσσσ
σσσσσ
σ
p xx xxx xx xx
xx xx xx xxx
xxx
x
2
1
2
1
2
2
2
2
2
3
2
3
2
1 2 12 1 3 23 2 3 23
1
2
1
2
2
2
2
2
12
2
3
2
1 2 12 1 1 2 13
21223
222
1221
21
=+++++
=++−−++−−
+−−
=
() ()
()
11
2
1
2
2
2
2
2
12 123
2
1 2 12 1 13
1
2
13 1 2 13 2 23 1 2 23 2
2
23
1
2
1
2
2
2
2
2
1212
11 22
22 22 2
12 2 2
σσσσσ
σσσσσ
σσ
++−−−−++
−−+−−
=++−−++
xxxxxxxx
xxxxxxx
xx xxxx
()()
(
xxx xx x
xxxxxxx
1
2
2
2
3
2
1 2 12 1 13
1
2
13 1 2 13 2 23 1 2 23 2
2
23
22
22 22 2
+++
−−+−−
)σσσ
σσσσσ
ER xER xER xER
xxx
ER xER xER x x ER
p
p
() () () ()
() () ()( )()
=++
=−−
=++−−
11 2 2 3 3
312
11 2 2 12 3
1
1
let
σσpxxijij
j
N
i
N
2
1 1
=
= =
∑∑
ERpiixER
i
N
()= ()
=
∑
1