Melissa Gilbert and Timothy Busfield

Melissa Gilbert and Timothy Busfield were married this week at a private ceremony in Santa Barbara, Calif., People reports.

Gilbert and Busfield, who announced their engagement in January, tied the knot at the San Ysidro Ranch on Wednesday, according to the magazine. Gilbert wore a red dress for the ceremony.

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This is the third marriage for both Gilbert, 48, and Busfield, 55. Busfield has three children, and Gilbert has two.