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This is AI generated Response.
Asked by: rohan singh
Created at: 2025-11-05 11:39:10
Asked by: rohan singh
Created at: 2025-11-05 11:39:10
Final Answer:
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The image contains a mathematical question related to probability formulas. Here's the information extracted from it:
---
### Question
Given:
\[ P(T|D) = .98, \, P(T|D^c) = .10, \, P(D) = .05 \]
Calculate:
\[ P(D|T) \]
### Formula
\[
P(D|T) = \frac{P(T|D) \cdot P(D)}{P(T)}
\]
Where:
\[
P(T) = P(T|D) \cdot P(D) + P(T|D^c) \cdot P(D^c)
\]
### Calculation
1. **Calculate \( P(T) \):**
\[
P(T) = (.98 \times .05) + (.10 \times .95)
\]
2. **Calculate \( P(D|T) \):**
\[
P(D|T) = \frac{.98 \times .05}{P(T)}
\]
Fill in these calculations to complete the problem.
Question:
final answer
This is AI generated Response.
Asked by: rohan singh
Created at: 2025-11-05 11:39:52
Asked by: rohan singh
Created at: 2025-11-05 11:39:52
Final Answer:
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# Probability Calculation
## Given Data
- \( P(T|D) = 0.98 \)
- \( P(T|D^c) = 0.10 \)
- \( P(D) = 0.05 \)
## Required Calculation
Find \( P(D|T) \).
## Formula
Using Bayes' Theorem:
\[
P(D|T) = \frac{P(T|D) \cdot P(D)}{P(T)}
\]
Where \( P(T) \) is calculated as:
\[
P(T) = P(T|D) \cdot P(D) + P(T|D^c) \cdot P(D^c)
\]
## Steps for Calculation
### 1. Calculate \( P(D^c) \)
\[
P(D^c) = 1 - P(D) = 1 - 0.05 = 0.95
\]
### 2. Calculate \( P(T) \)
\[
P(T) = (0.98 \times 0.05) + (0.10 \times 0.95)
\]
\[
P(T) = 0.049 + 0.095 = 0.144
\]
### 3. Calculate \( P(D|T) \)
\[
P(D|T) = \frac{0.98 \times 0.05}{0.144}
\]
\[
P(D|T) = \frac{0.049}{0.144} \approx 0.3403
\]
## Final Answer
\[
P(D|T) \approx 0.3403
\]
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