In: Statistics and Probability
You are examining two stock options of equal cost. Stock for Green Industries rises 6% of the time by $3, 7% of the time drops by $2, otherwise has no change. Stock for Purple Corp. loses $5 4% of the time, gains $3 8% of the time, otherwise has no change. Calculate the expected value, variance, and standard deviation. Last decide which is the better stock to invest in using the data you calculated and explain your choice.
for Green Industries:
x | f(x) | xP(x) | x2P(x) |
3 | 0.06 | 0.180 | 0.540 |
-2 | 0.07 | -0.140 | 0.280 |
0 | 0.87 | 0.000 | 0.000 |
total | 0.040 | 0.820 | |
E(x) =μ= | ΣxP(x) = | 0.0400 | |
E(x2) = | Σx2P(x) = | 0.8200 | |
Var(x)=σ2 = | E(x2)-(E(x))2= | 0.8184 | |
std deviation= | σ= √σ2 = | 0.9047 |
expected value =0.04
variance =0.8184
and std deviaiton =0.9047
for Purple Corp.:
x | f(x) | xP(x) | x2P(x) |
-5 | 0.04 | -0.200 | 1.000 |
3 | 0.08 | 0.240 | 0.720 |
0 | 0.88 | 0.000 | 0.000 |
total | 0.040 | 1.720 | |
E(x) =μ= | ΣxP(x) = | 0.0400 | |
E(x2) = | Σx2P(x) = | 1.7200 | |
Var(x)=σ2 = | E(x2)-(E(x))2= | 1.7184 | |
std deviation= | σ= √σ2 = | 1.3109 |
expected value =0.04
variance =1.7184
and std deviaiton =1.3109
here as expected value is same for both of stocks but standar ddeviaiton of Green Industries is small
therefore one must invest in Green Industries