Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Probability Distributions

Question:

Let X denote the number of hours a person watches television during a randomly selected day. The probability that X can take the values $x_i$ has the following form, where k is some unknown constant.

$P(X = x;) =\left\{\begin{matrix}0.2,&if\,x_i=0\\Kx_i,& if\, x_i = 1\, or\, 2\\k (5-x_i),&if\, x_i = 3\\0,&otherwise\end{matrix}\right.$

Calculate mathematical expectation.

Options:

1.68

1.76

1.84

1.92

Correct Answer:

1.76

Explanation:

The correct answer is Option (2) → 1.76

From the given information, we find that the probability distribution of X is

X

0

1

2

3

P(X)

0.2

k

2k

2k

We know that $Σp_i = 1$

$⇒ 0.2+k+2k + 2k = 1$

$⇒ 5k=0.8⇒k=\frac{4}{25}$

We construct the following table:

$x_i$

$p_i$

$p_ix_i$

$p_i{x_i}^2$

0

0.2

0

0

1

$\frac{4}{25}$

$\frac{4}{25}$

$\frac{4}{25}$

2

$\frac{8}{25}$

$\frac{16}{25}$

$\frac{32}{25}$

3

$\frac{8}{25}$

$\frac{24}{25}$

$\frac{72}{25}$

Total

 

$\frac{44}{25}$

$\frac{108}{25}$

$E(X) = Σp_ix_i=\frac{44}{25}= 1.76$