A diagonally dominant matrix is a square matrix in which the absolute value of each diagonal element is greater than or equal to the sum of the absolute values of the other elements in the respective row or column. This property is crucial in numerical analysis, as it often guarantees the convergence of iterative methods used to solve linear systems of equations.