The film was novelized by creator Earl Mac Rauch in 1984. The book was titled Buckaroo Banzai, published by Pocket Books and released in conjunction with the film. It was reprinted in 2002 to coincide with the release of the film on DVD. In the foreword, Mac Rauch mentions that the Buckaroo Banzai series would be continued in a series of novels.