The Collaborative International Dictionary of English v.0.48:

Bank book \Bank" book`\ (b[a^][ng]k" b[oo^]k`).
   A book kept by a depositor, in which an officer of a bank
   enters the debits and credits of the depositor's account with
   the bank.
   [1913 Webster]