Distribution of Functions of Random Variables
The focus of this chapter is on the distributions of functions of random variables
- Joint distributions of two discrete random variables
- Joint distributions of two continuous random variables
- Mean value and variance of functions of two random variables
- Conditional distributions
- Correlation between two random variables
- Joint distributions of several random variables
- Moment-generating functions of two or more random variables
After studying this chapter, the reader will be able to
- Understand the concept of discrete and continuous distributions of functions of two or more random variables and use them to solve real-world problems.
- Understand the concept of marginal and conditional probability distributions.
- Determine the moment-generating functions of functions of two or more random variables.
In Chapters 4 and 5 we discussed various phenomena by enlisting a (single) random variable and studying its distribution and characteristics. However, in many situations, experiments are performed that involve two or more random variables. For example, we may be interested in the diameter and length of rods, the number of dots on two dice when rolled simultaneously, say (X, Y), where , , or the ...