1. Formulate an equation using the property that the sum of all probabilities in a probability distribution is 1.
∑P(X=x)=1
0.1+a+0.3+b+c=1
a+b+c=0.6— (1)
2. Formulate a second equation using the given expectation $\text{E}(X)$.
E(X)=0.9
−2(0.1)+(−1)(a)+0(0.3)+1(b)+3(c)=0.9
−0.2−a+b+3c=0.9
−a+b+3c=1.1— (2)
3. Formulate a third equation using the given variance $\text{Var}(X)$ and the relationship $\text{Var}(X) = \text{E}(X^2) - [\text{E}(X)]^2$.
Var(X)=E(X2)−[E(X)]2
2.99=E(X2)−(0.9)2
2.99=E(X2)−0.81
E(X2)=3.8
(−2)2(0.1)+(−1)2(a)+02(0.3)+12(b)+32(c)=3.8
4(0.1)+a+b+9c=3.8
0.4+a+b+9c=3.8
a+b+9c=3.4— (3)
4. Solve the system of three linear equations simultaneously to find $a$, $b$, and $c$.
Subtracting (1) from (3):
(a+b+9c)−(a+b+c)=3.4−0.6
8c=2.8⟹c=0.35
Substituting c=0.35 into (1) and (2):
a+b+0.35=0.6⟹a+b=0.25— (4)
−a+b+3(0.35)=1.1⟹−a+b=0.05— (5)
Adding (4) and (5):
(a+b)+(−a+b)=0.25+0.05
2b=0.30⟹b=0.15
Substituting b=0.15 into (4):
a+0.15=0.25⟹a=0.1
答案a=0.1, b=0.15, c=0.35