Home
Class 12
MATHS
The probability function of a random var...

The probability function of a random variable X is given by
`p(x)=(1)/(3)`, if x = -1, 0, 1
=0, otherwise.
Find the distribution function of X.

Text Solution

AI Generated Solution

The correct Answer is:
To find the distribution function of the random variable \( X \) with the given probability function, we will follow these steps: ### Step 1: Define the Probability Function The probability function \( p(x) \) is defined as follows: \[ p(x) = \begin{cases} \frac{1}{3} & \text{if } x = -1, 0, 1 \\ 0 & \text{otherwise} \end{cases} \] ### Step 2: Identify the Values of \( X \) The random variable \( X \) can take the values: - \( -1 \) - \( 0 \) - \( 1 \) ### Step 3: Calculate the Cumulative Distribution Function (CDF) The cumulative distribution function \( F(x) \) is defined as: \[ F(x) = P(X \leq x) \] We will calculate \( F(x) \) for different intervals of \( x \). 1. **For \( x < -1 \)**: \[ F(x) = 0 \quad (\text{since } P(X \leq x) = 0) \] 2. **For \( -1 \leq x < 0 \)**: \[ F(x) = P(X \leq -1) = p(-1) = \frac{1}{3} \] 3. **For \( 0 \leq x < 1 \)**: \[ F(x) = P(X \leq 0) = P(X = -1) + P(X = 0) = p(-1) + p(0) = \frac{1}{3} + \frac{1}{3} = \frac{2}{3} \] 4. **For \( x \geq 1 \)**: \[ F(x) = P(X \leq 1) = P(X = -1) + P(X = 0) + P(X = 1) = p(-1) + p(0) + p(1) = \frac{1}{3} + \frac{1}{3} + \frac{1}{3} = 1 \] ### Step 4: Summarize the CDF Now we can summarize the cumulative distribution function \( F(x) \): \[ F(x) = \begin{cases} 0 & \text{if } x < -1 \\ \frac{1}{3} & \text{if } -1 \leq x < 0 \\ \frac{2}{3} & \text{if } 0 \leq x < 1 \\ 1 & \text{if } x \geq 1 \end{cases} \] ### Final Answer The distribution function \( F(x) \) of the random variable \( X \) is: \[ F(x) = \begin{cases} 0 & \text{if } x < -1 \\ \frac{1}{3} & \text{if } -1 \leq x < 0 \\ \frac{2}{3} & \text{if } 0 \leq x < 1 \\ 1 & \text{if } x \geq 1 \end{cases} \]
Promotional Banner

Similar Questions

Explore conceptually related problems

Consider the probability distribution of a random variable X. V ((X)/(2))

The probability distribution of a random variable X is given as under: Find k , and P (X lt 6) .

The probability of a random variable X is given below Find P (X le 2 ) + P (X gt 2)

The probability distribution of a discrete random variable X is given below The value of k is

The probability distribution of a random variable X is given below. Find k, mean and variance of X

Find the value of k for probability distribution of a random variable X is give by:

Probability distribhution of a random variable X is given by: Find k, hence find the mean and variance of the distributions.

The probability of a random variable X is given below Determine P (X le 2) and P (X gt 2)

The probability distribution of a discrate random variable X is given below : Then E(X) is equal to

The probability distribution of a discreate random variable X is given below : The value of k is