Hints for matrix algebra: - horizontal vector x vertical vector = a number - vertical vector x horizontal vector = matrix - matrix x vertical vector = vertical vector - horizontal vector x matrix = horizontal vector - matrix A x matrix B = matrix C - matrix B x matrix A = matrix D