Question
upstudy study bank question image url

The life (in months) of a certain computer component has a CDF given by \( P(x)=\left\{\begin{array}{ll}1-e^{-z / 4} & \text { if } x>0 \\ 0 & \text { if otherwise }\end{array}\right. \) Let the random variable \( X \) represent the time (in months) that a randomly selected component lasts. a) Find \( P(X \leq 11) \). b) Find \( P(X>16) \). 0.0183 Round your answers to 4 decimals.

Ask by Weber Jimenez. in the United States
Feb 27,2025

Upstudy AI Solution

Tutor-Verified Answer

Answer

a) \( P(X \leq 11) \approx 0.9361 \) b) \( P(X > 16) \approx 0.0183 \)

Solution

Given the cumulative distribution function (CDF)   P(x) = 1 − e^(–x/4)  for x > 0  and  P(x) = 0  otherwise, we have the random variable X representing the lifetime (in months) of the component. a) To find P(X ≤ 11), use the CDF:   P(X ≤ 11) = 1 − e^(–11/4). Calculating:   11/4 = 2.75,   e^(–2.75) ≈ 0.0639,   so P(X ≤ 11) ≈ 1 − 0.0639 = 0.9361. b) To find P(X > 16), note that this is the complement of P(X ≤ 16):   P(X > 16) = 1 − P(X ≤ 16) = 1 − [1 − e^(–16/4)] = e^(–4). Calculating:   e^(–4) ≈ 0.0183. Thus:  a) P(X ≤ 11) ≈ 0.9361,  b) P(X > 16) ≈ 0.0183.

Answered by UpStudy AI and reviewed by a Professional Tutor

error msg
Explain
Simplify this solution

Bonus Knowledge

To solve the problem based on the given cumulative distribution function (CDF) for the life of a computer component, we will calculate the probabilities as requested. ### a) Find \( P(X \leq 11) \): Using the CDF, we can calculate: \[ P(X \leq 11) = 1 - e^{-11/4} \] Calculating this step-by-step: 1. Calculate \( \frac{11}{4} = 2.75 \). 2. Now, we compute \( e^{-2.75} \). Using a calculator for \( e^{-2.75} \): \[ e^{-2.75} \approx 0.0633 \] Now substituting back into the equation: \[ P(X \leq 11) = 1 - 0.0633 = 0.9367 \] So, rounding to four decimals: \[ P(X \leq 11) \approx 0.9367 \] ### b) Find \( P(X > 16) \): To find \( P(X > 16) \), we will use the relationship: \[ P(X > 16) = 1 - P(X \leq 16) \] Calculating \( P(X \leq 16) \): \[ P(X \leq 16) = 1 - e^{-16/4} \] Calculating \( \frac{16}{4} = 4 \). Now, we compute \( e^{-4} \): Using a calculator: \[ e^{-4} \approx 0.0183 \] Now substituting back into the equation: \[ P(X \leq 16) = 1 - 0.0183 = 0.9817 \] Thus, \[ P(X > 16) = 1 - 0.9817 = 0.0183 \] To summarize: **Answers:** - \( P(X \leq 11) \approx 0.9367 \) - \( P(X > 16) \approx 0.0183 \)

Related Questions

Latest Probability Questions

Try Premium now!
Try Premium and ask Thoth AI unlimited math questions now!
Maybe later Go Premium
Study can be a real struggle
Why not UpStudy it?
Select your plan below
Premium

You can enjoy

Start now
  • Step-by-step explanations
  • 24/7 expert live tutors
  • Unlimited number of questions
  • No interruptions
  • Full access to Answer and Solution
  • Full Access to PDF Chat, UpStudy Chat, Browsing Chat
Basic

Totally free but limited

  • Limited Solution
Welcome to UpStudy!
Please sign in to continue the Thoth AI Chat journey
Continue with Email
Or continue with
By clicking “Sign in”, you agree to our Terms of Use & Privacy Policy