Yes if the car is cheaper then market price.
How, you can always get a duplicate book made.
PS: Make sure, the owner gives an add in the news paper that he has lost the book, and is selling the car to you. If any claims they should be notified in xyz number of days.
Also see who would apply for a duplicate book you after purchasing or the previous owner