ADVANTAGE BANCORP INC
SC 13D, 1998-04-14
SAVINGS INSTITUTIONS, NOT FEDERALLY CHARTERED
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                                  UNITED STATES
                       SECURITIES AND EXCHANGE COMMISSION
                             Washington, D.C. 20549



                                  SCHEDULE 13D




                    Under the Securities Exchange Act of 1934
                               (Amendment No. 1)*

                             Advantage Bancorp, Inc.
- --------------------------------------------------------------------------------
                                (Name of Issuer)

                     Common Stock, par value $.01 per share
- --------------------------------------------------------------------------------
                         (Title of Class of Securities)

                                   00755C1100
- --------------------------------------------------------------------------------
                                 (CUSIP Number)

                                Anna Glick, Esq.
                          Cadwalader, Wickersham & Taft
                                 100 Maiden Lane
                            New York, New York 10038
                                 (212) 504-6309
- --------------------------------------------------------------------------------
(Name,  Address and Telephone Number of Person Authorized to Receive Notices and
Communications)

                                  April 6, 1998
- --------------------------------------------------------------------------------
             (Date of Event which Requires Filing of this Statement)

If the filing person has previously  filed a statement on Schedule 13G to report
the  acquisition  which is the subject of this  Schedule 13D, and is filing this
schedule because of Rule 13d-1(b)(3) or (4), check the following box |_|.

Note: Six copies of this statement, including all exhibits, should be filed with
the  Commission.  See Rule  13d-1(a) for other  parties to whom copies are to be
sent.

*The  remainder of this cover page shall be filled out for a reporting  person's
initial filing on this form with respect to the subject class of securities, and
for  any  subsequent   amendment   containing   information  which  would  alter
disclosures provided in a prior cover page.

The information required on the remainder of this cover page shall not be deemed
to be "filed" for the purpose of Section 18 of the  Securities  Exchange  Act of
1934 ("Act") or otherwise  subject to the liabilities of that section of the Act
but  shall be  subject  to all other  provisions  of the Act  (however,  see the
Notes).


<PAGE>


- ------- ------------------------------------------------------------------------
11      NAME OF REPORTING PERSON Nomura International plc
        S.S. OR I.R.S. IDENTIFICATION NO. OF ABOVE PERSON

- ------- ------------------------------------------------------------------------
2       CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP (See Instructions)
        (a) |_|    (b) |_|   
- ------- ------------------------------------------------------------------------
3       SEC USE ONLY
- ------- ------------------------------------------------------------------------
4       SOURCE OF FUNDS (See Instructions)
        Not Applicable
- ------- ------------------------------------------------------------------------
5       CHECK IF DISCLOSURE OF LEGAL PROCEEDINGS IS REQUIRED PURSUANT TO 
        ITEMS 2(d) or 2(e)

- ------- ------------------------------------------------------------------------
6       CITIZENSHIP OR PLACE OF ORGANIZATION
        England and Wales
- --------------------- ------ ---------------------------------------------------
                      7      SOLE VOTING POWER
                             0
                      ------ ---------------------------------------------------
     NUMBER OF        8      SHARED VOTING POWER
       SHARES                0
    BENEFICIALLY      ------ ---------------------------------------------------
      OWNED BY
       EACH           
     REPORTING        9      SOLE DISPOSITIVE POWER
       PERSON                0
        WITH          ------ ---------------------------------------------------
                      
                      10     SHARED DISPOSITIVE POWER
                             0
- ------- ------------------------------------------------------------------------
11      AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
        0
- ------- ------------------------------------------------------------------------
12      CHECK IF THE AGGREGATE AMOUNT IN ROW (11) EXCLUDES CERTAIN SHARES 
        (See Instructions) |_|
- ------- ------------------------------------------------------------------------
13      PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW (11)
        0.0%
- ------- ------------------------------------------------------------------------
14      TYPE OF REPORTING PERSON (See Instructions)
        00
- ------- ------------------------------------------------------------------------


<PAGE>
Item 1.  Security and Issuer.

     This Statement  relates to shares of common stock, par value $.01 per share
(the "Common Stock"), of Advantage Bancorp,  Inc., a Wisconsin  corporation (the
"Corporation").  The Corporation's principal executive office is located at 5935
Seventh Avenue, Kenosha, Wisconsin 53140.

Item 2.  Identity and Background.

     (a) The person filing this statement is Nomura  International Plc, a public
limited  company  organized  under the laws of England and Wales (the "Reporting
Person").

     (b) The address of the Reporting  Person's principal business and principal
office is Nomura House, 1 St. Martins-le-Grand, London, England EC1A4NP.

     (c) The principal  business of the Reporting  Person is that of acting as a
securities house under the laws of England and Wales.

     (d) During the last five years, the Reporting Person has not been convicted
in a criminal proceeding.

     (e) During the last five years,  the Reporting  Person has not been a party
to a  civil  proceeding  of a  judicial  or  administrative  body  of  competent
jurisdiction and as a result of such proceeding was or is subject to a judgment,
decree  or final  order  enjoining  future  violations  of,  or  prohibiting  or
mandating activities subject to, federal or state securities laws or finding any
violation with respect to such laws.

Item 3.  Source and Amount of Funds or Other Consideration.

     Not applicable.

Item 4.  Purpose of Transaction.

     The Reporting Person has acquired its beneficial ownership in the shares of
Common Stock for investment purposes.

Item 5.  Interest in Securities of the Issuer.

     (a) According to the  Corporation's  Quarterly  Report on Form 10-Q for the
quarterly  period  ended  December  31,  1997,  as  of  January  26,  1998,  the
Corporation  has  3,239,912  shares of Common Stock  outstanding.  The Reporting
Person is the  beneficial  owner of no shares  of Common  Stock,  or 0.0% of the
outstanding Common Stock.

     (b) The Reporting  Person has the sole power to vote, or to direct the vote
of, no shares of Common Stock and the sole power to dispose of, or to direct the
disposition of, no shares of Common Stock.

     (c) The  following  table  describes all  transactions  in the Common Stock
effected during the past 60 days by the Reporting Persons:



                                                 No. of Shares         Price
Reporting Person                     Date           Disposed         per Share
- ----------------                     ----           --------         ---------

Nomura International plc...........04/06/98         166,666          63.70425(1)



- ----------
(1)  Pursuant to the merger of Advantage  Bancorp,  Inc.  with Marshall & Ilsley
     Corporation,  each  share of  Advantage  Bancorp,  Inc.  Common  Stock  was
     exchanged  for 1.2 shares of Marshall & Ilsley  Corporation  Common  Stock.
     Accordingly,  this  price  represents  1.2  times the price of one share of
     Marshall & Ilsley Corporation Common Stock on April 6, 1998.

Item 6. Contracts, Arrangements, Understandings or Relationships with Respect to
Securities of the Issuer.

     Not applicable.

Item 7.  Material to Be Filed as Exhibits.

     None.



<PAGE>



                                    SIGNATURE

     After  reasonable  inquiry and to the best of my  knowledge  and belief,  I
certify that the information  set forth in this statement is true,  complete and
correct.

     Date:  April 14, 1998

                                      NOMURA INTERNATIONAL PLC


                                      By:   /s/ James Hourigan
                                            ------------------
                                           James Hourigan
                                           Compliance Executive



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