A. Compute descriptive statistics for each stock and the S&P 500. Comment on your results. Which stocks are most volatile?
B. Compute the value of beta for each stock. Which of these stocks would you expect to perform best in an up market? Which would you expect to hold their value best in a down market?
C. Comment on how much of the return for the individual stocks is explained by the market?
Table:
Month |
Microsoft |
Exxon Mobil |
Caterpillar |
Johnson & Johnson |
McDonald's |
Sandisk |
Qualcomm |
Procter & Gamble |
S&P 500 |
Jan-03 |
-0.05201 |
-0.03261 |
-0.0404 |
-0.00286 |
-0.11443 |
-0.24867 |
0.0249 |
0.000465 |
-0.03742 |
Feb-03 |
0.00211 |
0.00293 |
0.06867 |
-0.01781 |
-0.04424 |
0.09363 |
-0.08178 |
-0.043356 |
-0.047 |
Mar-03 |
0.02152 |
0.02734 |
0.04681 |
0.10334 |
0.06245 |
0.00839 |
0.04251 |
0.087833 |
0.009358 |
Apr-03 |
0.05576 |
0.00715 |
0.07622 |
-0.02609 |
0.18257 |
0.43876 |
-0.11444 |
0.013588 |
0.081044 |
May-03 |
-0.03717 |
0.04119 |
-0.00856 |
-0.03141 |
0.09532 |
0.50165 |
0.05395 |
0.021925 |
0.050899 |
Jun-03 |
0.04185 |
-0.01346 |
0.06731 |
-0.04876 |
0.17779 |
0.1164 |
0.07124 |
-0.028752 |
0.011322 |
Jul-03 |
0.03003 |
-0.00919 |
0.21847 |
0.00174 |
0.04306 |
0.39734 |
0.04285 |
-0.009587 |
0.016224 |
Aug-03 |
0.00417 |
0.06661 |
0.06462 |
-0.03804 |
-0.02564 |
0.06633 |
0.10459 |
-0.006601 |
0.017873 |
Sep-03 |
0.04827 |
-0.02918 |
-0.04163 |
-0.00121 |
0.04996 |
0.05409 |
0.00823 |
0.063352 |
-0.01194 |
Oct-03 |
-0.05396 |
-0.00055 |
0.06987 |
0.01636 |
0.06202 |
0.26491 |
0.13967 |
0.063833 |
0.054962 |
Nov-03 |
-0.01645 |
-0.00355 |
0.0378 |
-0.0157 |
0.0412 |
0.00273 |
-0.06043 |
-0.020857 |
0.007129 |
Dec-03 |
0.06457 |
0.1326 |
0.09165 |
0.04787 |
-0.03121 |
-0.24276 |
0.21055 |
0.037822 |
0.050765 |
Jan-04 |
0.01023 |
-0.00512 |
-0.05444 |
0.03407 |
0.03665 |
-0.11275 |
0.08678 |
0.01657 |
0.017276 |
Feb-04 |
-0.04051 |
0.03996 |
-0.03046 |
0.01367 |
0.09946 |
-0.06372 |
0.07763 |
0.014147 |
0.012209 |
Mar-04 |
-0.06031 |
-0.01375 |
0.04383 |
-0.05917 |
0.00954 |
0.11566 |
0.05072 |
0.02312 |
-0.01636 |
Apr-04 |
0.04813 |
0.02308 |
-0.01227 |
0.06526 |
-0.0469 |
-0.18371 |
-0.05778 |
0.013063 |
-0.01679 |
May-04 |
0.00383 |
0.0228 |
-0.03062 |
0.03637 |
-0.03048 |
0.06479 |
0.07541 |
0.019574 |
0.012083 |
Jun-04 |
0.08883 |
0.02682 |
0.05428 |
-0.00018 |
-0.01515 |
-0.12008 |
0.08812 |
0.009831 |
0.017989 |
Jul-04 |
-0.00245 |
0.04256 |
-0.06974 |
-0.00772 |
0.05769 |
0.12125 |
-0.05166 |
-0.037472 |
-0.03429 |
Aug-04 |
-0.03896 |
0.00151 |
-0.01075 |
0.05636 |
-0.01745 |
-0.03988 |
0.10157 |
0.07325 |
0.002287 |
Sep-04 |
0.01282 |
0.04837 |
0.1066 |
-0.03046 |
0.03738 |
0.24711 |
0.02602 |
-0.033053 |
0.009364 |
Oct-04 |
0.01157 |
0.01842 |
0.00622 |
0.03639 |
0.03996 |
-0.28331 |
0.06557 |
-0.049704 |
0.014014 |
Nov-04 |
0.06864 |
0.04673 |
0.1367 |
0.03811 |
0.07341 |
0.08194 |
0.00048 |
0.044939 |
0.038595 |
Dec-04 |
-0.00336 |
0.0002 |
0.0651 |
0.05139 |
0.04294 |
0.10585 |
0.02042 |
0.029918 |
0.032458 |
Jan-05 |
-0.01647 |
0.00663 |
-0.08204 |
0.02018 |
0.01029 |
-0.01081 |
-0.1217 |
-0.029049 |
-0.02529 |
Feb-05 |
-0.03957 |
0.23217 |
0.06678 |
0.01832 |
0.0213 |
0.08826 |
-0.03008 |
-0.00263 |
0.018903 |
Mar-05 |
-0.03935 |
-0.0586 |
-0.03798 |
0.02378 |
-0.05865 |
0.03423 |
0.01609 |
-0.001695 |
-0.01912 |
Apr-05 |
0.04675 |
-0.04312 |
-0.03259 |
0.02189 |
-0.05877 |
-0.14748 |
-0.0475 |
0.026981 |
-0.02011 |
May-05 |
0.02292 |
-0.00947 |
0.06882 |
-0.01749 |
0.05561 |
0.09578 |
0.07079 |
0.018467 |
0.029952 |
Jun-05 |
-0.03721 |
0.0226 |
0.01275 |
-0.0313 |
-0.1031 |
-0.08625 |
-0.1143 |
-0.043518 |
-0.00014 |
Jul-05 |
0.031 |
0.02227 |
0.1365 |
-0.016 |
0.12324 |
0.4252 |
0.196 |
0.059905 |
0.035968 |
Aug-05 |
0.07224 |
0.02451 |
0.02931 |
-0.00375 |
0.04107 |
0.14814 |
0.00811 |
-0.002696 |
-0.01122 |
Sep-05 |
-0.06026 |
0.06077 |
0.05875 |
-0.00174 |
0.03205 |
0.24234 |
0.12692 |
0.071738 |
0.006949 |
Oct-05 |
-0.00117 |
-0.11646 |
-0.1006 |
-0.01043 |
-0.05643 |
0.22056 |
-0.11151 |
-0.053649 |
-0.01774 |
Nov-05 |
0.09016 |
0.04883 |
0.09869 |
-0.00862 |
0.0924 |
-0.13281 |
0.14361 |
0.021432 |
0.045186 |
Dec-05 |
-0.06527 |
-0.04205 |
-0.00017 |
-0.03672 |
-0.00584 |
0.43032 |
-0.04058 |
0.022065 |
-0.00095 |