| X | 0 | 1 | 2 |
| P(X) |
Correct Answer :
Solution :
The correct option is:
Step 1: Understand the properties of a probability distribution
For any discrete random variable , the sum of all probabilities in its probability distribution must be equal to 1.
Mathematically, this is expressed as:
From the given table, the values of are 0, 1, and 2, with corresponding probabilities:
Step 2: Set up the equation to find
Adding these probabilities together, we get:
Subtracting 1 from both sides simplifies the equation to:
To eliminate the denominators, multiply the entire equation by 4:
Multiplying by -1 gives a standard quadratic equation:
Step 3: Solve the quadratic equation for
We can factor this quadratic expression by finding two numbers that multiply to and add up to . These numbers are and .
Split the middle term:
Factor by grouping:
This yields two possible values for :
or
Since we are given that , we discard the negative value. Therefore, we have:
Step 4: Calculate the required probability
The inequality is satisfied by the discrete values and .
Therefore:
Substitute the algebraic expressions for these probabilities:
Now, substitute into the equation:
Simplify each term step-by-step:
Combine the terms by finding a common denominator of 16:
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