Math Problem Statement
x
15
22
34
40
P(X = x)
0.18
0.30
0.29
0.23 a.
Is this a valid probability distribution? multiple choice
Yes
No Round answers to two decimal places. b.
What is the probability that the random variable X is less than 35? Probability c.
What is the probability that the random variable X is between 13 and 28? Probability d.
What is the probability that the random variable X is greater than 21? Probability
Solution
Let's break down the problem and solve it step by step.
Part (a) — Is this a valid probability distribution?
A valid probability distribution must satisfy two conditions:
- Each probability must be between 0 and 1, inclusive.
- The sum of all probabilities must equal 1.
Given the probabilities:
Let's check the sum of these probabilities:
Since the sum is 1 and all the individual probabilities are between 0 and 1, this is a valid probability distribution.
So, the answer to part (a) is:
Yes.
Part (b) — What is the probability that the random variable is less than 35?
The values of less than 35 are and . We need to sum their probabilities:
So, the probability that is less than 35 is:
0.48.
Part (c) — What is the probability that the random variable is between 13 and 28?
The values of between 13 and 28 are and . We need to sum their probabilities:
So, the probability that is between 13 and 28 is:
0.48.
Part (d) — What is the probability that the random variable is greater than 21?
The values of greater than 21 are , , and . We need to sum their probabilities:
So, the probability that is greater than 21 is:
0.82.
Let me know if you'd like more details or clarifications! Here are 5 related questions you might find interesting:
- What conditions must a probability distribution always satisfy?
- How would you calculate the expected value (mean) of this probability distribution?
- What is the probability that is exactly equal to 34?
- How would the probabilities change if the sum was greater than 1?
- How do you interpret the sum of probabilities in a discrete distribution?
Tip: Always check if the sum of probabilities equals 1 when dealing with distributions!
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Math Problem Analysis
Mathematical Concepts
Probability
Discrete Random Variables
Probability Distribution
Formulas
P(X = x) for a probability distribution must sum to 1
Sum of probabilities for intervals
Theorems
Probability Distribution Theorem
Suitable Grade Level
Grades 9-12
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