Math Problem Statement
Supply the missing quantities. Figure Description A tree diagram has two stages. Stage 1 has three nodes and stage 2 has six nodes. In stage 1, the branch from the starting position to node A is labeled 0.3. The branch from the starting position to node B is labeled 0.1. The branch from the starting position to node C is an answer blank. In stage 2, the branch from node A to node E is an answer blank. The branch from node A to node F is labeled 0.5. In stage 2, the branch from node B to node G is an answer blank. The branch from node B to node H is labeled 0.7. In stage 2, the branch from node C to node I is an answer blank. The branch from node C to node J is an answer blank. Node I is labeled P(I ∩ C) = 0.24. Node J is labeled P(J ∩ C) = 0.36. Outcome P(A ∩ E)
P(A ∩ F)
P(B ∩ G)
P(B ∩ H)
Solution
Let's work through this problem by identifying the missing probabilities and calculating the specified outcomes using the principles of probability trees.
Step 1: Find the Missing Probabilities in Stage 1
In Stage 1, we have three branches:
- From the starting position to node A: Probability =
- From the starting position to node B: Probability =
- From the starting position to node C: Probability = ?
Since the total probability from the starting point must be 1, we can find the probability of node C as follows:
So, the missing probability for the branch from the starting position to node C is 0.6.
Step 2: Find the Missing Probabilities in Stage 2
We have the following probabilities labeled in Stage 2:
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Branches from Node A:
- From A to F: Probability =
- From A to E: Probability = ?
Since the total probability from node A must be 1:
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Branches from Node B:
- From B to H: Probability =
- From B to G: Probability = ?
Similarly, since the total probability from node B must be 1:
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Branches from Node C:
- We are given the joint probabilities:
The probability of node C is , so we can find the conditional probabilities:
- We are given the joint probabilities:
Step 3: Calculate the Requested Joint Probabilities
Now, let's calculate the outcomes using :
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:
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:
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:
-
:
Summary of Solutions
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Missing Probability for :
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Missing Probability for :
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Missing Probability for :
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Missing Probability for :
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Missing Probability for :
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Outcomes:
Would you like further explanation on any step?
Here are some questions to deepen your understanding:
- How do probability tree diagrams help visualize joint probabilities?
- Why must probabilities from a single point add up to 1 in a tree diagram?
- How would you approach finding conditional probabilities from joint probabilities?
- What would change if we altered one of the initial probabilities?
- How does understanding joint and conditional probabilities aid in complex problem-solving?
Tip: Always check that the probabilities for branches from the same point add up to 1 to ensure accuracy.
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Math Problem Analysis
Mathematical Concepts
Probability
Tree Diagrams
Joint Probability
Conditional Probability
Formulas
P(X ∩ Y) = P(X) × P(Y | X)
Total probability from a starting point or node must equal 1
Theorems
Law of Total Probability
Suitable Grade Level
Grades 10-12
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