3. Determine the following from the graph. Show all your work. a. Determine the mean and standard deviation: PDF of a Random Variable BOR BO 6.04 · b) Draw a qualitative sketch of the CDF of the distribution shown. Be sure to show axis values and key values that are appropriate! c) What type of distribution was the PDF of a Random Variable?

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### Problem 3: Analyzing Probability Distributions

**Task:** Determine the following from the graph. Show all your work.

#### a) Determine the Mean and Standard Deviation:

The image includes a graph titled **"PDF of a Random Variable."** The graph appears to be a bell-shaped curve, typical of a **normal distribution.** The x-axis ranges from 0 to 60, while the y-axis represents probability density.

To find the mean and standard deviation from the graph, look for the peak of the curve, which indicates the mean. The spread of the curve provides information about the standard deviation.

#### b) Draw a Qualitative Sketch of the CDF:

You are tasked with drawing a qualitative sketch of the **Cumulative Distribution Function (CDF)** based on the given Probability Density Function (PDF). 

- The CDF should start at 0 on the y-axis at the far left of the x-axis and increase to 1 at the far right.
- Key points, such as inflection points and the mean, should be noted.

#### c) Type of Distribution:

The shape of the PDF strongly suggests it is a **normal distribution**. 

- **Answer for c):** Normal Distribution

When analyzing distributions, it is essential to understand these concepts as they provide foundational insights into data behavior and probabilistic outcomes.
Transcribed Image Text:### Problem 3: Analyzing Probability Distributions **Task:** Determine the following from the graph. Show all your work. #### a) Determine the Mean and Standard Deviation: The image includes a graph titled **"PDF of a Random Variable."** The graph appears to be a bell-shaped curve, typical of a **normal distribution.** The x-axis ranges from 0 to 60, while the y-axis represents probability density. To find the mean and standard deviation from the graph, look for the peak of the curve, which indicates the mean. The spread of the curve provides information about the standard deviation. #### b) Draw a Qualitative Sketch of the CDF: You are tasked with drawing a qualitative sketch of the **Cumulative Distribution Function (CDF)** based on the given Probability Density Function (PDF). - The CDF should start at 0 on the y-axis at the far left of the x-axis and increase to 1 at the far right. - Key points, such as inflection points and the mean, should be noted. #### c) Type of Distribution: The shape of the PDF strongly suggests it is a **normal distribution**. - **Answer for c):** Normal Distribution When analyzing distributions, it is essential to understand these concepts as they provide foundational insights into data behavior and probabilistic outcomes.
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