The article discusses how probability generating functions are useful in studying distributions of random variables. These functions help simplify complex expressions for moments and probability mass functions of random variables. The researchers introduce and explore the properties of probability generating functions, showing how they can be applied to various examples. They also highlight the importance of moment generating functions in solving mathematical problems. Both types of generating functions are valuable tools that aid in solving important statistical and probability problems.