I use a weighted average, always have, on residential, commercial, and farm properties. I use a method similar to Bucks, but the multiplier changes on each property. The more comparable a property is, the higher the number it receives.
I use this same method in reconciling the three approches in difficult (unique) comercial appraisals also. If I have great sales data, limited but reliable cost data, and so-so income data, I would weight the 3 approaches Sales 85%, Cost 10%, Income 5%.