ThmDex – An index of mathematical definitions, results, and conjectures.
Characteristic function for sum of independent random euclidean real numbers
Formulation 2
Let $X_1, \ldots, X_N \in \text{Random}(\mathbb{R}^D)$ each be a D4384: Random unsigned number such that
(i) $X_1, \ldots, X_N$ is an D2713: Independent random collection
Let $t \in \mathbb{R}^D$ be a D4924: Euclidean real number.
Then \begin{equation} \mathbb{E} \left( e^{i t \cdot \sum_{n = 1}^N X_n} \right) = \prod_{n = 1}^N \mathbb{E} ( e^{i t \cdot X_n} ) \end{equation}
Formulation 3
Let $X_1, \ldots, X_N \in \text{Random}(\mathbb{R}^D)$ each be a D4384: Random unsigned number such that
(i) $X_1, \ldots, X_N$ is an D2713: Independent random collection
Then \begin{equation} \mathfrak{F} \left( \sum_{n = 1}^N X_n \right) = \prod_{n = 1}^N \mathfrak{F} \left( X_n \right) \end{equation}