Question
Download Solution PDFThe value of k so that following is probability mass function
X: | -2 | -1 | 0 | 1 | 2 | 3 |
P(X = x): | 2k | 3k | 4k | 3k | 2k | k |
is
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFThe correct answer is 1/15
Key Points
- The sum of all the probabilities is always equal to 1.
- For a discrete random variable X with a probability mass function, the probabilities must sum to 1, which is a requirement for a valid probability distribution.
- Hence, the value of k can be determined by setting the sum of all the probabilities equal to 1 and solving for k.
- In this case, the sum of all the probabilities is given by
- Hence,\( 2k + 3k + 4k + 3k + 2k + k = 1\)
- ⇒ 15k = 1
- ⇒\( k = 1/15\)
- A probability mass function is a function that assigns a probability to each value of a discrete random variable.
- The probabilities assigned to the values of a discrete random variable must sum to 1.
- The value of k can be determined by solving for the sum of all the probabilities equal to 1.
Additional Information
- Once the value of k is determined, the probabilities can be found by multiplying each probability by k. In this case, the probabilities are
- P(X = -2) = 2k = 2/15
P(X = -1) = 3k = 3/15
P(X = 0) = 4k = 4/15
P(X = 1) = 3k = 3/15
P(X = 2) = 2k = 2/15
P(X = 3) = k = 1/15 - A probability mass function must be a valid probability distribution, meaning that all probabilities must be non-negative and the sum of all probabilities must be equal to 1.
- The value of k can be determined by solving for the sum of all the probabilities equal to 1.
- The probabilities assigned to the values of a discrete random variable provide information about the likelihood of each value of X.
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