According to the Wiki article, "The cause of death was a ninja assassination in the middle of the night. Carradine was unable to fend off the attack because his buddy Chuck Norris was passed out drunk."
I've heard, though, that the Thai police are looking for a blonde woman with a Hanzo sword, wearing a yellow jumpsuit.