Source : Webster's Revised Unabridged Dictionary (1913)

Stoutly \Stout"ly\, adv.
   In a stout manner; lustily; boldly; obstinately; as, he
   stoutly defended himself.

Source : WordNet®

stoutly
     adv : in a resolute manner; "he was stoutly replying to his
           critics"