The monthly standard deviation of the equally weighted JNJ and IBM
portfolio is .0045 (.45 percent), as its corresponding monthly standard de-
viation is 6.71 percent. The annualized standard deviation of the equally
weighted portfolio is 23.24 percent. The annualized expected return of the
equally weighted Johnson & Johnson and IBM portfolio is 8.10 percent,
and its standard deviation is 23.24 percent. The portfolio returns should
fall within the –15.14 to 31.34 percent range approximately 68 percent of
the time.
If we use equation (8.2) to calculate the optimal security investments
to minimize risk:
The optimally weighted JNJ and IBM portfolio return is 8.29 percent.
The optimally weighted JNJ and IBM portfolio, composed of 71.8 percent
JNJ and 28.2 percent IBM, has a monthly standard deviation of 6.05 per-
cent and an annualized standard deviation of 20.96 percent. Note that the
optimally weighted portfolio has a slightly higher expected return (in this
particular case), but a lower standard deviation. Markowitz’s mean-variance
analysis seeks to minimize risk, holding expected return constant.
σ
σ
p
p
(^2222271807102821107) 2 718 282 0184 071 1107
0026 0010 0001 0037
0605
=++
=++=
(. ) (. ) (. ) (. ) (. )(. )(. )(. )(. )
....
.
xx
x
x
xx
ER
JNJ
IBM
p
1 22
1
1
2
1107 1107 0184 0710
0710 1107 2 0184 0710 1107
0123 0001
0050 0123 0003
0122
0170
718
282
718 8 52 282 7 68 6 12 2 17 8 29
==
−
+−
=
−
+−
==
==
=+=+=
. [.. (. )]
(. ) (. ) (. )(. )(. )
..
...
.
.
.
.
(). (.). (.)...
σ
σ
σ
p
p
p
22 22 2
2
5 0710 5 1107 2 5 5 0184 0710 1107
0013 0031 0001
0045
0671
=++
=++
=
=
(. ) (. ) (. ) (. ) (. )(. )(. )(. )(. )
...
.
.