Suppose student Ana is running for a charity and asks her friend to chip in the donation. Suppose each friend donates independently, and the donated value T is a random variable with the following probability density: c ti € [5, 10] dollars с t € [35, 40] dollars. otherwise 0 Let's assume Te's are mutually independent and each donation is a continuous random variable given they're using electronic transfer. Ana requested from 150 friends for the Lot bo looted from thooo 150 friendo You p(Ti = ts) : = in de

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Statistics CS

Suppose student Ana is running for a charity and asks her friend to chip in the donation. Suppose each friend donates independently, and the donated value \( T_i \) is a random variable with the following probability density:

\[
p(T_i = t_i) = 
\begin{cases} 
c & t_i \in [5, 10] \text{ dollars} \\ 
c & t_i \in [35, 40] \text{ dollars} \\ 
0 & \text{otherwise} 
\end{cases}
\]

Let's assume \( T_i \)'s are mutually independent and each donation is a continuous random variable given they're using electronic transfer. Ana requested from 150 friends for the donation. Let \( X \) be the total amount in dollars Ana collected from these 150 friends. You need to simplify for this problem.
Transcribed Image Text:Suppose student Ana is running for a charity and asks her friend to chip in the donation. Suppose each friend donates independently, and the donated value \( T_i \) is a random variable with the following probability density: \[ p(T_i = t_i) = \begin{cases} c & t_i \in [5, 10] \text{ dollars} \\ c & t_i \in [35, 40] \text{ dollars} \\ 0 & \text{otherwise} \end{cases} \] Let's assume \( T_i \)'s are mutually independent and each donation is a continuous random variable given they're using electronic transfer. Ana requested from 150 friends for the donation. Let \( X \) be the total amount in dollars Ana collected from these 150 friends. You need to simplify for this problem.
For the remaining subquestions, assume \( T_i \) follows a normal distribution instead with a **mean of 10** and **variance of 28**.

**Question:**
What is the probability that \( X \) is more than 1519? Assume \( X \) is a normal distributed random variable. Use the given CDF table to solve.

\[
P(X > 1519) = \text{number (2 significant figures)}
\]

**Instructions:**
Which row and column (assuming 1-indexed, the title row, title column, and empty rows do not count) and round down/truncate in the given CDF table can be used to calculate the probability above? For example, for rounding if you get a z-score of 0.519, you should round up to .52, and if you get .514, you should round down to 0.51.

- **Row**: integer 
- **Column**: integer

**Explanation:**
This question involves statistical concepts related to the normal distribution, where you need to use a CDF (Cumulative Distribution Function) table to find probabilities. You need to determine the z-score for 1519 using the mean and variance given, then reference the correct row and column in the CDF table for your calculations. This task requires rounding the z-score correctly based on given rules to ensure accuracy.
Transcribed Image Text:For the remaining subquestions, assume \( T_i \) follows a normal distribution instead with a **mean of 10** and **variance of 28**. **Question:** What is the probability that \( X \) is more than 1519? Assume \( X \) is a normal distributed random variable. Use the given CDF table to solve. \[ P(X > 1519) = \text{number (2 significant figures)} \] **Instructions:** Which row and column (assuming 1-indexed, the title row, title column, and empty rows do not count) and round down/truncate in the given CDF table can be used to calculate the probability above? For example, for rounding if you get a z-score of 0.519, you should round up to .52, and if you get .514, you should round down to 0.51. - **Row**: integer - **Column**: integer **Explanation:** This question involves statistical concepts related to the normal distribution, where you need to use a CDF (Cumulative Distribution Function) table to find probabilities. You need to determine the z-score for 1519 using the mean and variance given, then reference the correct row and column in the CDF table for your calculations. This task requires rounding the z-score correctly based on given rules to ensure accuracy.
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