We analyze the Pade method for computing the exponential of a real mat
rix. More precisely, we study the roundoff error introduced by the met
hod in the general case and in three special cases: (1) normal matrice
s; (2) essentially nonnegative matrices (a(ij) greater than or equal t
o 0, i not equal j); (3) matrices A such that A = D-1 BD, with D diago
nal and B essentially nonnegative. For these special matrices, it turn
s out that the Pade method is stable. Finally, we compare the Ward upp
er bound with our results and show that our bounds are generally tight
er.