Finite-dimensional distributions are a fundamental concept in probability theory and statistics, particularly in the study of stochastic processes and random variables. In essence, a finite-dimensional distribution refers to the joint distribution of a finite number of random variables. For example, if \(X_1, X_2, \dots, X_n\) are random variables, the finite-dimensional distribution is concerned with the distribution of the vector \((X_1, X_2, \ldots, X_n)\).
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