Rinse olives thoroughly under cold running water. Drain well. Pat dry with paper towels and place in a medium bowl. Add remaining ingredients and toss to blend. Let stand two hours at room temperature so flavors can meld. Cover and refrigerate. (Recipe can be made up to a week in advance.) Let stand at room temperature for one hour before serving.