Math Problem Statement
A random variable X takes the values 1, 2, 3 and 4 such that
P(X=1)=P(X=2)=2P(X=3)=3P(X=4).Write the probability distribution of X and find
(i) P(X>2), (ii) P(1<X<4//X>2), (iii)P(X= 1or 2).
Solution
To solve this, let's first express the probability distribution of the random variable .
Step 1: Express the probabilities in terms of a common variable
Let the probability .
From the given conditions:
Now, the total probability must sum to 1: Substitute the probabilities: Simplify the left-hand side: To combine these, find the least common denominator, which is 6: Now add the fractions: Solve for :
Thus, the probabilities are:
Step 2: Find the required probabilities
(i)
This is the probability that or :
(ii)
We are asked to find the conditional probability .
First, find , which is the probability that : Now, the probability is already computed as .
So the conditional probability is:
(iii)
This is the probability that or :
Final Answers:
Would you like further details on any part of the solution?
Here are some related questions you might find interesting:
- How do you compute the expected value of ?
- What is the variance of ?
- How do conditional probabilities work in different types of probability distributions?
- What is the cumulative distribution function (CDF) for ?
- How would you solve if the probabilities were not equal at first?
Tip: Conditional probabilities are always calculated by dividing the joint probability by the probability of the given condition.
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Math Problem Analysis
Mathematical Concepts
Probability
Random Variables
Probability Distribution
Formulas
P(X=1) = P(X=2) = p
P(X=3) = p/2
P(X=4) = p/3
Total Probability: P(X=1) + P(X=2) + P(X=3) + P(X=4) = 1
Conditional Probability: P(A|B) = P(A ∩ B) / P(B)
Theorems
Law of Total Probability
Basic Properties of Probability
Conditional Probability
Suitable Grade Level
Grades 10-12
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