Act like a helpful tutor and exlain me : pls provide me correct solution with correct calculation and correct answers Question 2 : Union ProbabilityDevice fails if component A ( P = 0 . 0 1 ) , B ( 0 . 0 3 ) , or C ( 0 . 0 4 ) fails independently. Probability device works?
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Act like a helpful tutor and exlain me : pls provide me correct solution with correct calculation and correct answers Question 2 : Union ProbabilityDevice fails if component A ( P = 0 . 0 1 ) , B ( 0 . 0 3 ) , or C ( 0 . 0 4 ) fails independently. Probability device works?
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Asked by: Alok Kumar
Created at: 2026-01-27 10:45:55
Asked by: Alok Kumar
Created at: 2026-01-27 10:45:55
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# Union Probability: Device Failure
Let's break down the problem step by step.
## Given Probabilities
- Probability component A fails: \( P(A) = .01 \)
- Probability component B fails: \( P(B) = .03 \)
- Probability component C fails: \( P(C) =.04 \)
- All failures are **independent**.
The device **fails** if **any** of A, B, or C fails (union of events).
## Step 1: Probability Device Fails
We want:
\[
P(\text{device fails}) = P(A \cup B \cup C)
\]
For independent events:
\[
P(A \cup B \cup C) = 1 - P(\overline{A} \cap \overline{B} \cap \overline{C})
\]
where \(\overline{A}\) means "A does NOT fail" (A works).
## Step 2: Probability All Components Work
Calculate:
- Probability A works: \( P(\overline{A}) = 1 - .01 = .99 \)
- Probability B works: \( P(\overline{B}) = 1 - .03 = .97 \)
- Probability C works: \( P(\overline{C}) = 1 - .04 = .96 \)
Since independent:
\[
P(\text{All work}) = .99 \times .97 \times .96
\]
Calculate stepwise:
- \(.99 \times .97 = .9603\)
- \(.9603 \times .96 = .921888\)
So,
\[
P(\text{All work}) = .921888
\]
## Step 3: Probability Device Works
Since the device works only if **all** components work:
\[
P(\text{device works}) = P(\overline{A} \cap \overline{B} \cap \overline{C}) = .921888
\]
## Step 4: Final Answers
- **Probability device works:** \(\boxed{.9219}\) (rounded to 4 decimal places)
- **Probability device fails:** \(1 - .921888 = .078112\) (rounded: \(\boxed{.0781}\))
---
## Summary Table
| Event | Probability |
|----------------|-------------|
| Device works | .9219 |
| Device fails | .0781 |
---
**Key Point:**
To find the probability the device works (none fail), multiply the probabilities that each component works. For independent components, the union probability is \(1 - P(\text{all work})\).
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