The table below shows the probability distribution of the random variable X. a. Find the mean of the random variable. b. Obtain the standard deviation o of the random variable. X 1 2 3 P(X=x) 0.2 0.1 0.7 a. Find the mean of the random variable. μ= 2.5 (Round to two decimal places as needed.) b. Obtain the standard deviation of the random variable. Question Viewer σ= (Round to two dccimar places as needed.)

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Question
Answer b
**Understanding Probability Distributions**

The table below shows the probability distribution of the random variable \(X\).

| \(x\)          | 1   | 2   | 3   |
|----------------|-----|-----|-----|
| \(P(X = x)\)   | 0.2 | 0.1 | 0.7 |

**Questions:**

**a. Find the mean of the random variable.** 

The mean \( \mu \) is calculated as follows:
\[ \mu = 2.5 \] 

(Round to two decimal places as needed.)

**b. Obtain the standard deviation \( \sigma \) of the random variable.**

\[ \sigma = \] 
(Round to two decimal places as needed.)

In the graph:

- The variable \( x \) can take on the values \( 1, 2, \) or \( 3 \).
- The corresponding probabilities of these values are \( 0.2, 0.1, \) and \( 0.7 \), respectively.

To further understand the visual representation:

- Along the horizontal axis, the values 1, 2, and 3 are marked.
- On the vertical axis, the probabilities \( P(X = x) \) are represented.

This table and its subsequent calculations help in understanding the central tendency (mean) and dispersion (standard deviation) of the given random variable \( X \).
Transcribed Image Text:**Understanding Probability Distributions** The table below shows the probability distribution of the random variable \(X\). | \(x\) | 1 | 2 | 3 | |----------------|-----|-----|-----| | \(P(X = x)\) | 0.2 | 0.1 | 0.7 | **Questions:** **a. Find the mean of the random variable.** The mean \( \mu \) is calculated as follows: \[ \mu = 2.5 \] (Round to two decimal places as needed.) **b. Obtain the standard deviation \( \sigma \) of the random variable.** \[ \sigma = \] (Round to two decimal places as needed.) In the graph: - The variable \( x \) can take on the values \( 1, 2, \) or \( 3 \). - The corresponding probabilities of these values are \( 0.2, 0.1, \) and \( 0.7 \), respectively. To further understand the visual representation: - Along the horizontal axis, the values 1, 2, and 3 are marked. - On the vertical axis, the probabilities \( P(X = x) \) are represented. This table and its subsequent calculations help in understanding the central tendency (mean) and dispersion (standard deviation) of the given random variable \( X \).
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