For m functions in n variables, fi(x1,x2,…,xn) where 1 ≤ i ≤ m, the Jacobian matrix is the m×n matrix whose element in the i‐th row and j‐th column is the partial derivative
This Jacobian is denoted Jacobians satisfy a chain rule, namely:
when each xi is a function of u1,u2,…,uk. See differential (multivariate), jacobian.