Work back from the starter to rule things out (jump directly from your car battery -- known good battery). Positive to the stud on the bottom of the starter, negative to the case or bracket -- hook up (touch) last for less sparking. If the starter works normally, have the boat battery load tested.
But before toting the battery off to the auto parts store, make sure ALL connections are sandpapered until they shine. Start with the battery cables.