The probability distribution of a discrete random variable XX is given as follows:
xx−2-2−1-1001133
P(X=x)\text{P}(X = x)0.10.1aa0.30.3bbcc
Given that E(X)=0.9\text{E}(X) = 0.9 and Var(X)=2.99\text{Var}(X) = 2.99, find the values of aa, bb and cc.

Work through it with AI →

It won't just hand you the answer — it asks where you're stuck.How the checker works

Worked solution

8

1. Formulate an equation using the property that the sum of all probabilities in a probability distribution is 1.

∑P(X=x)=1\sum \text{P}(X=x) = 1
0.1+a+0.3+b+c=10.1 + a + 0.3 + b + c = 1
a+b+c=0.6— (1)a + b + c = 0.6 \quad \text{--- (1)}

2. Formulate a second equation using the given expectation $\text{E}(X)$.

E(X)=0.9\text{E}(X) = 0.9
−2(0.1)+(−1)(a)+0(0.3)+1(b)+3(c)=0.9-2(0.1) + (-1)(a) + 0(0.3) + 1(b) + 3(c) = 0.9
−0.2−a+b+3c=0.9-0.2 - a + b + 3c = 0.9
−a+b+3c=1.1— (2)-a + b + 3c = 1.1 \quad \text{--- (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\text{Var}(X) = \text{E}(X^2) - [\text{E}(X)]^2
2.99=E(X2)−(0.9)22.99 = \text{E}(X^2) - (0.9)^2
2.99=E(X2)−0.812.99 = \text{E}(X^2) - 0.81
E(X2)=3.8\text{E}(X^2) = 3.8

(−2)2(0.1)+(−1)2(a)+02(0.3)+12(b)+32(c)=3.8(-2)^2(0.1) + (-1)^2(a) + 0^2(0.3) + 1^2(b) + 3^2(c) = 3.8
4(0.1)+a+b+9c=3.84(0.1) + a + b + 9c = 3.8
0.4+a+b+9c=3.80.4 + a + b + 9c = 3.8
a+b+9c=3.4— (3)a + b + 9c = 3.4 \quad \text{--- (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(a + b + 9c) - (a + b + c) = 3.4 - 0.6
8c=2.8  ⟹  c=0.358c = 2.8 \implies c = 0.35

Substituting c=0.35c = 0.35 into (1) and (2):
a+b+0.35=0.6  ⟹  a+b=0.25— (4)a + b + 0.35 = 0.6 \implies a + b = 0.25 \quad \text{--- (4)}
−a+b+3(0.35)=1.1  ⟹  −a+b=0.05— (5)-a + b + 3(0.35) = 1.1 \implies -a + b = 0.05 \quad \text{--- (5)}

Adding (4) and (5):
(a+b)+(−a+b)=0.25+0.05(a + b) + (-a + b) = 0.25 + 0.05
2b=0.30  ⟹  b=0.152b = 0.30 \implies b = 0.15

Substituting b=0.15b = 0.15 into (4):
a+0.15=0.25  ⟹  a=0.1a + 0.15 = 0.25 \implies a = 0.1

Answer

a=0.1a = 0.1, b=0.15b = 0.15, c=0.35c = 0.35

AI analysis — may contain mistakes.

Worked this one out on paper? Snap your steps and Gigle's AI math checker will circle the step where it went wrong.

More questions on this topic

  1. 1It is given that f(x)=ax3+bx2+cx+df(x)=ax^3+bx^2+cx+d, where aa, bb, cc and dd are constants. The curve CC with equation y=f(x)y=f(x)…
  2. 2Find the exact solution of the inequality 2x+1x2−1≤1.\frac{2x+1}{x^2-1} \le 1. A curve GG has equation ay2+bx3+cx=2ay^2 + bx^3 + cx = 2, w…
  3. 3A sequence of numbers u1,u2,u3,…u_1, u_2, u_3, \dots has a sum SnS_n where Sn=∑r=1nurS_n = \sum_{r=1}^{n} u_r. It is given that Sn=An2(n+1)−BnS_n = An^2(n + 1) - Bn…
  4. 4A curve CC has equation y=ax+bx2+cy = \frac{a}{x} + bx^2 + c, where aa, bb and cc are constants. It is given that CC passes…
  5. 5A random variable XX has the probability distribution given in the following table. | xx | 1 | 4 | 6 | 8 | |---|---|--…