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This chapter defines random variables and discusses the various methods used to analyze the statistical properties of random variables. It defines the cumulative distribution function and the probability density function of random variables. It discusses the random variables treated individually as well as jointly and the random variables defined as functions of other random variables. Both real and complex random variables are treated. This chapter also discusses the functions of RVs and the CDFs and pdfs of the RVs derived by the functions.