Math Problem Statement
Consider a joint probability density function f(x,y)=c⋅x2⋅(1+y),0≤x≤3,0≤y≤3, where c is some unknown constant. Find C
Solution
To find the constant in the joint probability density function over the region and , we use the fact that the total probability must equal 1. This can be expressed mathematically as:
Step 1: Compute the double integral
- Integrate with respect to :
First, calculate the inner integral with respect to :
Step 2: Integrate with respect to
Now, calculate the outer integral with respect to :
Evaluating this integral:
Step 3: Set the total probability to 1
Set the integral equal to 1:
Solve for :
Final Answer:
The constant is .
Would you like more details on any step or further questions?
Here are five related questions:
- How do you verify if a function is a valid joint probability density function?
- What is the significance of the constant in a probability density function?
- Can the marginal distributions be calculated for this joint PDF?
- How do you find the probability of a specific region using a joint PDF?
- What are the properties of a joint probability density function?
Tip: When dealing with joint probability density functions, always check the limits of integration to ensure they cover the entire region of interest.
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Math Problem Analysis
Mathematical Concepts
Probability Theory
Joint Probability Density Function
Formulas
Joint probability density function formula
Theorems
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Suitable Grade Level
Advanced Mathematics
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