Math Problem Statement

Fill in P= (X=x) values to give a legitimate probability distribution for the discrete random variable X, whose possible values are 1, 3, 4,5, and 6. Value x of X P(X=X)

Solution

To create a legitimate probability distribution for a discrete random variable XX that takes values 1,3,4,5,61, 3, 4, 5, 6, we need to assign probabilities P(X=x)P(X = x) to each value of xx such that the following conditions hold:

  1. The probability of each outcome must be between 0 and 1: 0P(X=x)10 \leq P(X = x) \leq 1
  2. The sum of the probabilities for all possible outcomes must equal 1: P(X=1)+P(X=3)+P(X=4)+P(X=5)+P(X=6)=1P(X = 1) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6) = 1

Let's fill in some sample probabilities that meet these conditions:

Value xx of XXP(X=x)P(X = x)
10.2
30.1
40.3
50.25
60.15

Verification:

0.2+0.1+0.3+0.25+0.15=10.2 + 0.1 + 0.3 + 0.25 + 0.15 = 1

This satisfies both conditions, so this is a legitimate probability distribution for the discrete random variable XX.

Would you like more details or have any other questions?


Here are 5 related questions to expand on this:

  1. How would the distribution change if P(X=1)P(X = 1) were increased?
  2. Can you explain why the sum of probabilities must always be 1?
  3. How do we interpret the probability P(X=4)=0.3P(X = 4) = 0.3?
  4. What is the expectation (mean) of XX for this probability distribution?
  5. How would you calculate the variance of XX?

Tip: The probabilities must sum to 1 because the total probability space accounts for all possible outcomes of the random variable.

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Math Problem Analysis

Mathematical Concepts

Probability
Discrete Random Variables
Probability Distribution

Formulas

0 ≤ P(X = x) ≤ 1
P(X = 1) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6) = 1

Theorems

Law of Total Probability

Suitable Grade Level

Grades 9-12