EX-99.906CERT
Certification Pursuant to Section 906 of the Sarbanes-Oxley Act
I, Brian B. Sullivan, President and Principal Executive Officer of RMK Multi-Sector High Income Fund, Inc. (the “Registrant”), certify that to my knowledge:
| 1. | The Registrant’s periodic report on Form N-CSR for the period ended September 30, 2006 (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. |
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Date: December 6, 2006 | | By: | | /s/ Brian B. Sullivan |
| | | | Brian B. Sullivan |
| | | | President and Principal Executive Officer |
Certification Pursuant to Section 906 of the Sarbanes-Oxley Act
I, J. Thompson Weller, Sr., Treasurer and Principal Financial Officer of RMK Multi-Sector High Income Fund, Inc. (the “Registrant”), certify that to my knowledge:
| 1. | The Registrant’s periodic report on Form N-CSR for the period ended September 30, 2006 (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. |
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Date: December 6, 2006 | | By: | | /s/ J. Thompson Weller, Sr. |
| | | | J. Thompson Weller, Sr. |
| | | | Treasurer and Principal Financial Officer |