Home
Class 12
MATHS
Write the values of a for which the foll...

Write the values of `a` for which the following distribution of probabilities becomes a probability distribution:
`X=x_i :\ -2 \ \ -1 \ \ 0 \ \ 1`
`P(X=x_i):(1-a)/4 \ \ (1+2a)/4 \ \ (1-2a)/4 \ \ (1+a)/4 \ \ `

Text Solution

AI Generated Solution

The correct Answer is:
To determine the values of \( a \) for which the given distribution becomes a valid probability distribution, we need to ensure that the sum of all probabilities equals 1 and that each individual probability is non-negative. ### Step 1: Write down the probabilities The probabilities given are: - \( P(X = -2) = \frac{1-a}{4} \) - \( P(X = -1) = \frac{1+2a}{4} \) - \( P(X = 0) = \frac{1-2a}{4} \) - \( P(X = 1) = \frac{1+a}{4} \) ### Step 2: Set up the equation for the sum of probabilities We need to ensure that the sum of these probabilities equals 1: \[ \frac{1-a}{4} + \frac{1+2a}{4} + \frac{1-2a}{4} + \frac{1+a}{4} = 1 \] ### Step 3: Combine the probabilities Combining the fractions, we have: \[ \frac{(1-a) + (1+2a) + (1-2a) + (1+a)}{4} = 1 \] This simplifies to: \[ \frac{4}{4} = 1 \] Thus, the equation holds true, indicating that the sum of probabilities is indeed 1. ### Step 4: Check for non-negativity of each probability Next, we need to ensure that each probability is non-negative: 1. \( \frac{1-a}{4} \geq 0 \) implies \( 1-a \geq 0 \) or \( a \leq 1 \) 2. \( \frac{1+2a}{4} \geq 0 \) implies \( 1+2a \geq 0 \) or \( a \geq -\frac{1}{2} \) 3. \( \frac{1-2a}{4} \geq 0 \) implies \( 1-2a \geq 0 \) or \( a \leq \frac{1}{2} \) 4. \( \frac{1+a}{4} \geq 0 \) implies \( 1+a \geq 0 \) or \( a \geq -1 \) ### Step 5: Combine the inequalities Now, we combine the inequalities: - From \( a \leq 1 \) - From \( a \geq -\frac{1}{2} \) - From \( a \leq \frac{1}{2} \) - From \( a \geq -1 \) The most restrictive inequalities are: \[ -\frac{1}{2} \leq a \leq \frac{1}{2} \] ### Conclusion Thus, the values of \( a \) for which the given distribution becomes a valid probability distribution are: \[ a \in \left[-\frac{1}{2}, \frac{1}{2}\right] \]
Promotional Banner

Topper's Solved these Questions

  • MAXIMA AND MINIMA

    RD SHARMA ENGLISH|Exercise All Questions|309 Videos
  • MEAN VALUE THEOREMS

    RD SHARMA ENGLISH|Exercise All Questions|134 Videos

Similar Questions

Explore conceptually related problems

Which of the following distributions of probability of random variable X are the probability distributions? X :\ \ 0\ 1\ \ 2\ 3 P(X): 0.3\ 0. 2\ 0. 4\ 0. 1

Check the following distributions of probability of random variable X is the probability distributions? X :\ \ 0\ \ 1\ 2 P(X): 0.6\ 0. 4\ 0. 2

Find the mean of the following probability distribution: X=x_i :\ \ 1 \ \ 2 \ \ 3 \ P(X=x_i):1/4 \ \ 1/8 \ \ 5/8 \ \ .

Prove that the following distributions of probability of random variable X are the probability distributions? X :\ 0\ \ 1\ 2\ 3\ \ 4 P(X): 0.1\ \ 0. 5\ \ 0. 2\ \ 0. 1\ \ 0. 1

Find the mean and standard deviation of the following probability distribution: x_i :2\ \ 3\ \ 4 p_i : 0.2\ \ 0. 5\ 0. 3

Find the mean and standard deviation of the following probability distribution: x_i :0 \ \ 1 \ \ 2 \ \ 3 \ \ 4 \ \ 5 p_i :1/6 \ \ 5/(18) \ \ 2/9 \ \ 1/6 \ \ 1/9 \ \ 1/(18)

Find the mean and standard deviation of the following probability distribution: x_i : \ -2 \ \ -1\ \ 0\ \ 1\ \ 2 p_i :\ \ 0. 1\ \ 0. 2 \ \ 0. 4\ \ 0. 2 \ \ 0. 1

Find the mean and standard deviation of the following probability distribution: x_i :-5\ -4\ \ 1\ \ 2 p_i :1/4\ \ 1/8\ \ 1/2\ 1/8

A random variable X has the following probability distribution: X=x_i :\ 1 \ \ 2 \ \ 3 \ \ 4 P(X=x_i):\ \ k \ \ 2k \ \ 3k \ \ 4k Write the value of P(X geq3) .

Find the mean and standard deviation of the following probability distribution: x_i :\ \ 1\ \ 2 \ \ 3\ \ 4 p_i :\ \ 0. 4\ \ 0. 3\ \ 0. 2\ \ 0. 1

RD SHARMA ENGLISH-MEAN AND VARIANCE OF A RANDOM VARIABLE -All Questions
  1. A die is tossed twice. A success is getting an odd number on a rand...

    Text Solution

    |

  2. Three cards are drawn at random (without replacement) from a well shuf...

    Text Solution

    |

  3. An urn contains 5 red 2 black balls. Two balls are randomly drawn, ...

    Text Solution

    |

  4. Two numbers are selected are random (without replacement) from posit...

    Text Solution

    |

  5. Write the values of a for which the following distribution of probabil...

    Text Solution

    |

  6. Find the mean of the following probability distribution: X=xi :\ \ ...

    Text Solution

    |

  7. In a single throw of a dice; if X denotes the number on its upper face...

    Text Solution

    |

  8. If the probability distribution of a random variable X is given by X=x...

    Text Solution

    |

  9. Find the mean of the following probability distribution: X=xi :\ \ 1 \...

    Text Solution

    |

  10. If the probability distribution of a random variable X is as given bel...

    Text Solution

    |

  11. A random variable X has the following probability distribution: X=xi :...

    Text Solution

    |

  12. A random variable X has the following probability distribution: Values...

    Text Solution

    |

  13. A random variable has the following probability ...

    Text Solution

    |

  14. A random variate X takes the values 0, 1, 2, 3 and its mean is 1.3. If...

    Text Solution

    |

  15. A random variable has the following probability distribution: X=xi :\...

    Text Solution

    |

  16. If X is a random variable with probability distribution as given below...

    Text Solution

    |

  17. The probability distribution of a discrete random variable X is given ...

    Text Solution

    |

  18. For the following probability distribution: X :\ \ -4\ \ -3\ -2\ \ -1...

    Text Solution

    |

  19. For the following probability distribution: X :\ 1\ 2\ \ 3\ 4 P(X):1/1...

    Text Solution

    |

  20. Let X be the discrete random variable. Then the variance of X is (a). ...

    Text Solution

    |