UPSC Exam  >  UPSC Questions  >  If 𝑋 follows normal distribution with 𝜇 = 5... Start Learning for Free
If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤
60/𝑥 > 50) ?
Note: [𝜙(1) = 0.8613]∗?
Most Upvoted Answer
If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is th...
Understanding the Problem

To calculate \( P(X \leq 60 | X > 50) \), we first need to find \( P(X \leq 60) \) and \( P(X > 50) \).
Step 1: Finding \( P(X \leq 60) \)

- Given \( \mu = 50 \) and \( \sigma = 10 \), we standardize the value 60.
- Calculate the z-score:
\[
z = \frac{X - \mu}{\sigma} = \frac{60 - 50}{10} = 1
\]
- Using the given \( \phi(1) = 0.8613 \):
\[
P(X \leq 60) = 0.8613
\]
Step 2: Finding \( P(X > 50) \)

- Standardize the value 50:
\[
z = \frac{50 - 50}{10} = 0
\]
- Since \( P(X \leq 50) = \phi(0) = 0.5 \):
\[
P(X > 50) = 1 - P(X \leq 50) = 1 - 0.5 = 0.5
\]
Step 3: Applying Conditional Probability

- To find \( P(X \leq 60 | X > 50) \), use the formula:
\[
P(X \leq 60 | X > 50) = \frac{P(X \leq 60 \cap X > 50)}{P(X > 50)}
\]
- Since \( P(X \leq 60 \cap X > 50) = P(X \leq 60) - P(X \leq 50) \):
\[
P(X \leq 50) = 0.5 \quad \Rightarrow \quad P(X \leq 60 \cap X > 50) = 0.8613 - 0.5 = 0.3613
\]
Final Calculation

- Substitute values:
\[
P(X \leq 60 | X > 50) = \frac{0.3613}{0.5} = 0.7226
\]
Conclusion

Thus, the value of \( P(X \leq 60 | X > 50) \) is approximately **0.7226**.
Explore Courses for UPSC exam

Similar UPSC Doubts

Top Courses for UPSC

If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗?
Question Description
If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? for UPSC 2025 is part of UPSC preparation. The Question and answers have been prepared according to the UPSC exam syllabus. Information about If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? covers all topics & solutions for UPSC 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗?.
Solutions for If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? in English & in Hindi are available as part of our courses for UPSC. Download more important topics, notes, lectures and mock test series for UPSC Exam by signing up for free.
Here you can find the meaning of If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? defined & explained in the simplest way possible. Besides giving the explanation of If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗?, a detailed solution for If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? has been provided alongside types of If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? theory, EduRev gives you an ample number of questions to practice If 𝑋 follows normal distribution with 𝜇 = 50 and 𝜎 = 10, what is the value of 𝑃(𝑥 ≤ 60/𝑥 > 50) ? Note: [𝜙(1) = 0.8613]∗? tests, examples and also practice UPSC tests.
Explore Courses for UPSC exam

Top Courses for UPSC

Explore Courses
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev