Math Problem Statement
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Random Variables and Distributions Discrete probability distribution: Word problems Topic Progress 0 of 5 0/5
Dennis
Problem PageQuestion An number cube (a fair die) is rolled 3 times. For each roll, we are interested in whether the roll comes up even or odd. An outcome is represented by a string of the sort oee (meaning an odd number on the first roll, an even number on the second roll, and an even number on the third roll). For each outcome, let N be the random variable counting the number of even rolls in each outcome. For example, if the outcome is eoe, then =Neoe2. Suppose that the random variable X is defined in terms of N as follows: =X−2N2−4N3. The values of X are given in the table below. Outcome eeo ooe oee eee eoe eoo oeo ooo Value of X −3 −5 −3 3 −3 −5 −5 −3 Calculate the probabilities P=Xx of the probability distribution of X. First, fill in the first row with the values of X. Then fill in the appropriate probabilities in the second row. Value x of X P=Xx
Explanation
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Solution
Let's break down the problem step-by-step:
Problem Summary
- Experiment: A fair die is rolled 3 times.
- Outcome Representation: Each roll can be categorized as odd (o) or even (e).
- An outcome, such as "oee," indicates odd on the first roll, even on the second, and even on the third.
- Random Variable : Counts the number of even rolls in each outcome.
- Example: For "eoe," since there are two even numbers.
- Random Variable : Defined in terms of as:
- This equation determines the value of for each outcome.
Calculating Values of
Let's calculate and then for each outcome:
- Outcome: eee
- (3 even rolls)
- Outcome: oee
- Outcome: eoe
- Outcome: eoo
- Outcome: oeo
- Outcome: ooe
- Outcome: eoo
Probability Distribution of
To calculate the probability distribution, we need to consider:
- Total number of outcomes: There are outcomes (since each roll can be either odd or even).
- Probability of each outcome: Since the die is fair, each outcome has a probability of .
Now, let's tabulate the probability of each value of :
Value of | Occurrences | Probability |
---|---|---|
-24 | 1 | |
-13 | 2 | |
-3 | 5 |
Final Answer
The probability distribution is:
Would you like a further breakdown or additional help on this problem?
Related Questions:
- What is the probability of having exactly one even roll?
- How does changing the random variable formula affect the probability distribution?
- What is the expectation value (mean) of ?
- How many different outcomes are there if we consider alone?
- What is the variance of the random variable ?
Tip: When solving probability problems, always count the total outcomes and ensure that the sum of probabilities equals 1.
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Math Problem Analysis
Mathematical Concepts
Probability Distribution
Discrete Random Variables
Combinatorics
Formulas
X = -2N^2 - 4N + 3
Probability of an event P(X = x) = (number of favorable outcomes / total outcomes)
Theorems
Fundamental Principle of Counting
Discrete Probability Distributions
Suitable Grade Level
Grades 10-12
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