The group of symplectic matrices is explicitly parameterized and this description is applied to solve two types of problems. First, we describe several sets of structured symplectic matrices, i.e., sets of symplectic matrices that simultaneously have another structure. We consider unitary symplectic matrices, positive definite symplectic matrices, entrywise positive symplectic matrices, totally...