3:14 PM Sat Nov 20 * O C 57% AA www-awu.aleks.com Home | iCar Bb Upload Assi... Week 6 - AL... A Use your tex... b My Question... tatistic... 5... Week 6 - ALEKS Quiz 3 Time Remaining: 1:55:03 ● Opeyemi Question 2 of 5 (6 points) Question Attempt: 1 of 1 Español 1 2 3 4 Let X be a random variable with the following probability distribution. Value x of X P(X=x) 10 0.15 20 0.15 30 0.15 40 0.20 50 0.25 60 0.10 Complete the following. (If necessary, consult a list of formulas.) (a) Find the expectation E (X) of X. E (x) = D (b) Find the variance Var(X) of X. Var (x) = D

Elementary Geometry For College Students, 7e
7th Edition
ISBN:9781337614085
Author:Alexander, Daniel C.; Koeberlein, Geralyn M.
Publisher:Alexander, Daniel C.; Koeberlein, Geralyn M.
ChapterP: Preliminary Concepts
SectionP.CT: Test
Problem 1CT
icon
Related questions
Question
### Probability Distribution and Calculation of Expectation and Variance

#### Probability Distribution Table

The random variable \( X \) has the following probability distribution:

| Value \( x \) of \( X \) | Probability \( P(X = x) \) |
|--------------------------|----------------------------|
| 10                       | 0.15                       |
| 20                       | 0.15                       |
| 30                       | 0.15                       |
| 40                       | 0.20                       |
| 50                       | 0.25                       |
| 60                       | 0.10                       |

#### Tasks

1. **Expectation of \( X \):**

   - Find the expectation \( E(X) \).

2. **Variance of \( X \):**

   - Find the variance \( \text{Var}(X) \).

To complete these calculations, you can use formulas for expected value and variance. 

#### Calculation Steps

1. **Expectation \( E(X) \):**

   \[
   E(X) = \sum [x \times P(X = x)]
   \]

2. **Variance \( \text{Var}(X) \):**

   \[
   \text{Var}(X) = \sum [(x - E(X))^2 \times P(X = x)]
   \] 

These computations will help in understanding the characteristics of the probability distribution.

Please refer to a comprehensive list of formulas if needed for further calculations.
Transcribed Image Text:### Probability Distribution and Calculation of Expectation and Variance #### Probability Distribution Table The random variable \( X \) has the following probability distribution: | Value \( x \) of \( X \) | Probability \( P(X = x) \) | |--------------------------|----------------------------| | 10 | 0.15 | | 20 | 0.15 | | 30 | 0.15 | | 40 | 0.20 | | 50 | 0.25 | | 60 | 0.10 | #### Tasks 1. **Expectation of \( X \):** - Find the expectation \( E(X) \). 2. **Variance of \( X \):** - Find the variance \( \text{Var}(X) \). To complete these calculations, you can use formulas for expected value and variance. #### Calculation Steps 1. **Expectation \( E(X) \):** \[ E(X) = \sum [x \times P(X = x)] \] 2. **Variance \( \text{Var}(X) \):** \[ \text{Var}(X) = \sum [(x - E(X))^2 \times P(X = x)] \] These computations will help in understanding the characteristics of the probability distribution. Please refer to a comprehensive list of formulas if needed for further calculations.
Expert Solution
steps

Step by step

Solved in 2 steps with 2 images

Blurred answer
Recommended textbooks for you
Elementary Geometry For College Students, 7e
Elementary Geometry For College Students, 7e
Geometry
ISBN:
9781337614085
Author:
Alexander, Daniel C.; Koeberlein, Geralyn M.
Publisher:
Cengage,
Elementary Geometry for College Students
Elementary Geometry for College Students
Geometry
ISBN:
9781285195698
Author:
Daniel C. Alexander, Geralyn M. Koeberlein
Publisher:
Cengage Learning