2000 Ford Windstar Engine Bucking and Popping

The engine pops and bucks at times. Particularly after coming off a freeway and then accelerating up a ramp. Full horsepower isn't available and a substantial amount of bucking persists unless you go full throttle, which seems to override whatever is causing the problem. This is less of a problem on cool rainy days.

Any idea on how to approach this problem?