Solve modular systems, count bases and subspaces, and test spectral claims with the scalar field stated explicitly. These finite-field models retain the distinction between linear algebra and arithmetic over composite residue rings.
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When is multiplication by a nonzero residue reversible?
Elimination must use legal inverses rather than ordinary fraction division.
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Modulo a prime p every nonzero residue has a multiplicative inverse. Modulo a composite integer a nonzero element may not be invertible; use the gcd criterion.
How does rank determine the dimension of a solution family?
Finite-field counting turns a basis of free directions into an exact number of choices.
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For a linear map with n input coordinates and rank r, the kernel has dimension n−r. A nonempty solution set is a translate of that kernel, not usually a subspace itself.