CERTIFICATION PURSUANT TO RULE 30A-2(B) UNDER THE 1940 ACT AND SECTION 906 OF THE SARBANES-OXLEY ACT I, Henry G. Van der Eb, Chief Executive Officer of The GAMCO Mathers Fund (the "Registrant"), certify that: 1. The Form N-CSR of the Registrant (the "Report") fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended; and 2. The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Registrant. Date: August 14, 2007 /s/ Henry G. Van der Eb ---------------------- -------------------------------------------- Henry G. Van der Eb, Chief Executive Officer I, Agnes Mullady, Principal Financial Officer & Treasurer of The GAMCO Mathers Fund (the "Registrant"), certify that: 1. The Form N-CSR of the Registrant (the "Report") fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934, as amended; and 2. The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Registrant. Date: August 31, 2007 /s/ Agnes Mullady ---------------------- ------------------------------------------ Agnes Mullady, Principal Financial Officer & Treasurer