Whisk together water, red wine vinegar, lemon juice, Worcestershire sauce, salt, garlic, sugar, pepper and dry mustard in a small bowl until well balanced.
Whisking constantly, add the vegetable oil and olive oil in a slow steady stream until the dressing is emulsified
Store covered and chill until ready to serve. Whisk dressing to re-blend just before serving