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Introductory Circuit Analysis (13th Edition)
13th Edition
ISBN:9780133923605
Author:Robert L. Boylestad
Publisher:Robert L. Boylestad
Chapter1: Introduction
Section: Chapter Questions
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Probability. Please answer the highlighted text, thank you.

**Transcription:**

**A Gaussian random current has a probability of 0.5 of having values less than or equal to 1.0. It also has a probability of 0.0228 of having a value greater than 3.0.**

a) Find the mean value of this random variable.

b) Find the variance of this random variable.

c) Find the probability that the random variable has a value less than or equal to 3.0.

**Explanation:**

This problem involves understanding properties of a Gaussian (normal) distribution. You are given specific probabilities associated with certain values, and you are required to calculate fundamental statistical properties (mean and variance) and another probability.

1. **Mean and Variance Calculation:**
   - Use the properties of the Gaussian distribution and the provided probabilities to set up equations involving the cumulative distribution function (CDF) and solve for the mean and variance.

2. **Probability Calculation:**
   - Determine the probability that the random variable is less than or equal to a certain value using the CDF, the given probabilities, and the properties of the Gaussian distribution.

Note: This content is intended for educational purposes on statistical analysis involving Gaussian distributions. Understanding these concepts is crucial in fields such as statistics, data science, and various engineering disciplines.
Transcribed Image Text:**Transcription:** **A Gaussian random current has a probability of 0.5 of having values less than or equal to 1.0. It also has a probability of 0.0228 of having a value greater than 3.0.** a) Find the mean value of this random variable. b) Find the variance of this random variable. c) Find the probability that the random variable has a value less than or equal to 3.0. **Explanation:** This problem involves understanding properties of a Gaussian (normal) distribution. You are given specific probabilities associated with certain values, and you are required to calculate fundamental statistical properties (mean and variance) and another probability. 1. **Mean and Variance Calculation:** - Use the properties of the Gaussian distribution and the provided probabilities to set up equations involving the cumulative distribution function (CDF) and solve for the mean and variance. 2. **Probability Calculation:** - Determine the probability that the random variable is less than or equal to a certain value using the CDF, the given probabilities, and the properties of the Gaussian distribution. Note: This content is intended for educational purposes on statistical analysis involving Gaussian distributions. Understanding these concepts is crucial in fields such as statistics, data science, and various engineering disciplines.
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