Question Details

13. The probability distribution of a random variable X is given by:

X 0 1 2
P(X) 1-7a2 a2 + 14 a2

If a>0, then P ( 0 < X 2 ) is equal to:

Options

A

116

B

318

C

716

D

916

Show Answer

Correct Answer :

Option C

716

Solution :

The correct option is:
7 16

Step 1: Understand the properties of a probability distribution
For any discrete random variable X, the sum of all probabilities in its probability distribution must be equal to 1.
Mathematically, this is expressed as:
P ( X ) = 1

From the given table, the values of X are 0, 1, and 2, with corresponding probabilities:
P ( X = 0 ) = 1 - 7 a 2
P ( X = 1 ) = a 2 + 1 4
P ( X = 2 ) = a 2

Step 2: Set up the equation to find a
Adding these probabilities together, we get:
( 1 - 7 a 2 ) + ( a 2 + 1 4 ) + a 2 = 1

Subtracting 1 from both sides simplifies the equation to:
- 6 a 2 + a 2 + 1 4 = 0

To eliminate the denominators, multiply the entire equation by 4:
- 24 a 2 + 2 a + 1 = 0
Multiplying by -1 gives a standard quadratic equation:
24 a 2 - 2 a - 1 = 0

Step 3: Solve the quadratic equation for a
We can factor this quadratic expression by finding two numbers that multiply to 24×(-1)=-24 and add up to -2. These numbers are -6 and 4.
Split the middle term:
24 a 2 - 6 a + 4 a - 1 = 0
Factor by grouping:
6 a ( 4 a - 1 ) + 1 ( 4 a - 1 ) = 0
( 6 a + 1 ) ( 4 a - 1 ) = 0

This yields two possible values for a:
a = - 1 6 or a = 1 4

Since we are given that a>0, we discard the negative value. Therefore, we have:
a = 1 4

Step 4: Calculate the required probability P(0<X2)
The inequality 0<X2 is satisfied by the discrete values X=1 and X=2.
Therefore:
P ( 0 < X 2 ) = P ( X = 1 ) + P ( X = 2 )

Substitute the algebraic expressions for these probabilities:
P ( 0 < X 2 ) = ( a 2 + 1 4 ) + a 2

Now, substitute a=14 into the equation:
P ( 0 < X 2 ) = ( 1 / 4 2 + 1 4 ) + ( 1 4 ) 2
Simplify each term step-by-step:
1 / 4 2 = 1 8
( 1 4 ) 2 = 1 16

Combine the terms by finding a common denominator of 16:
P ( 0 < X 2 ) = 1 8 + 1 4 + 1 16
P ( 0 < X 2 ) = 2 16 + 4 16 + 1 16
P ( 0 < X 2 ) = 2 + 4 + 1 16 = 7 16

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