Generating functions are mathematical constructs that encode sequences of numbers as coefficients in a power series. They are particularly useful in probability theory and combinatorics, as they can simplify complex problems by transforming them into algebraic equations that are easier to manipulate. In the context of finite time ruin probabilities and Laplace transforms, generating functions serve as powerful tools for analyzing the distribution of random variables and understanding the behavior of stochastic processes over time.
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