Only to a point, Steve!
It's a bit hard to accurately determine the speed of light from a thought experiment alone, for example. Ultimately, a practical experiment has to be done to measure it, and more to determine that it is constant relative to the observer. Then, the thought experiments can take place to develop hypotheses, make predictions and devise new experiments.
The two go hand in hand!
Al.