This paper extends the probabilistic finite element method (PFEM) to v
ector-valued and matrix-valued functions using techniques from matrix
calculus and Kronecker algebra; and presents the PFEM in Kronecker not
ation for linear and nonlinear continua. The results derived are easil
y amenable to computational procedures.